In [67]:
dn = agg_col_by_COSCREEN(train, col)
we’re going to see how How to apply deep convolutional neural networks and auto-encoders for building COSCREEN prediction model.
import pandas as pd
import numpy as np
from sklearn.preprocessing import StandardScaler,MinMaxScaler
import collections
from sklearn.preprocessing import LabelEncoder
# For plotting
%matplotlib inline
import matplotlib.pyplot as plt
import seaborn as sns
from sklearn.metrics import (confusion_matrix, precision_recall_curve, auc,
roc_curve, recall_score, classification_report, f1_score,
precision_recall_fscore_support)
data_0 = pd.read_csv('final2.csv')
data_0.rename(columns = {'Unnamed: 0': "ID_code"}, inplace=True)
data_0['ID_code']= data_0.iloc[: , 0]+1
data_0=data_0.drop(['BIRTH','SCREEN'],axis=1)
print (data_0.columns.str.strip())
audit=np.where( (data_0['AUDIT']==0) & (data_0['ANYALC'].isnull()))[0]
len(audit)
for i in audit:
data_0.iloc[i,12]=0
Index(['ID_code', 'DAST', 'SEX', 'HISPANIC', 'RACE', 'VET', 'ACTIVE', 'DEPLOY',
'AUDIT', 'COSCREEN', 'BI', 'BT', 'RT', 'ANYALC', 'BINGEDAYS',
'DRUGDAYS', 'ALCDRUGS', 'DAYSCOCAINE', 'MARYJDAYS', 'ANYOPIATEDAYS',
'METHADONE', 'HALLUC', 'METHDAYS', 'OTHERDRUGS', 'INJECT', 'AGE',
'TOBMONTH'],
dtype='object')
data_0=data_0.dropna()
df=data_0.copy()
df['ID_code'] = df['ID_code'].astype(float).astype(int)
df['DAST'] = df['DAST'].astype(float).astype(int).astype('category')
df['SEX'] = df['SEX'].astype(float).astype(int).astype('category')
df['HISPANIC'] = df['HISPANIC'].astype(float).astype(int).astype('category')
df['RACE'] = df['RACE'].astype(float).astype(int).astype('category')
df['VET'] = df['VET'].astype(float).astype(int).astype('category')
df['ACTIVE'] = df['ACTIVE'].astype(float).astype(int).astype('category')
df['DEPLOY'] = df['DEPLOY'].astype(float).astype(int).astype('category')
df['AUDIT'] = df['AUDIT'].astype(float).astype(int).astype('category')
df['COSCREEN'] = df['COSCREEN'].astype(float).astype(int).astype('category')
df['RT'] = df['RT'].astype(float).astype(int).astype('category')
df['BI'] = df['BI'].astype(float).astype(int).astype('category')
df['BT'] = df['BT'].astype(float).astype(int).astype('category')
df['INJECT'] = df['INJECT'].astype(float).astype(int).astype('category')
df['TOBMONTH'] = df['TOBMONTH'].astype(float).astype(int).astype('category')
###############################################################
df['ANYALC'] = df['ANYALC'].astype(float).astype(int)
df['BINGEDAYS'] = df['BINGEDAYS'].astype(float).astype(int)
df['DRUGDAYS'] = df['DRUGDAYS'].astype(float).astype(int)
df['ALCDRUGS'] = df['ALCDRUGS'].astype(float).astype(int)
df['DAYSCOCAINE'] = df['DAYSCOCAINE'].astype(float).astype(int)
df['MARYJDAYS'] = df['MARYJDAYS'].astype(float).astype(int)
df['ANYOPIATEDAYS'] = df['ANYOPIATEDAYS'].astype(float).astype(int)
df['METHADONE'] = df['METHADONE'].astype(int)
df['HALLUC'] = df['HALLUC'].astype(float).astype(int)
df['METHDAYS'] = df['METHDAYS'].astype(float).astype(int)
df['OTHERDRUGS'] =df['OTHERDRUGS'].astype(float).astype(int)
df['AGE'] = df['AGE'].astype(float).astype(int)
df.head()
| ID_code | DAST | SEX | HISPANIC | RACE | VET | ACTIVE | DEPLOY | AUDIT | COSCREEN | ... | DAYSCOCAINE | MARYJDAYS | ANYOPIATEDAYS | METHADONE | HALLUC | METHDAYS | OTHERDRUGS | INJECT | AGE | TOBMONTH | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 4 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 24 | 1 |
| 4 | 5 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 54 | 1 |
| 5 | 6 | 1 | 1 | 0 | 2 | 0 | 0 | 0 | 1 | 0 | ... | 0 | 20 | 0 | 0 | 0 | 0 | 0 | 0 | 27 | 1 |
| 6 | 7 | 2 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | ... | 0 | 0 | 0 | 0 | 0 | 30 | 0 | 0 | 37 | 1 |
| 8 | 9 | 2 | 0 | 0 | 3 | 1 | 1 | 4 | 0 | 0 | ... | 3 | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 31 | 1 |
5 rows × 27 columns
from sklearn.model_selection import train_test_split
train,test=train_test_split(df, test_size=.25)
def agg_col_by_COSCREEN(dfo, col, drow = True):
h = dfo.groupby([col,'COSCREEN']).agg(len)
v= h.ID_code
dn =pd.DataFrame()
dn['not_COSCREEN'] = v.loc[pd.IndexSlice[:,0]]
dn['COSCREEN_']= v.loc[pd.IndexSlice[:,1]]
dn = dn.fillna(0.)
if (drow):
dn.plot(kind='bar', stacked=True, color=['b','y'])
plt.title(col)
dn['percent'] = dn.COSCREEN_ * 100. / (dn['not_COSCREEN'] + dn.COSCREEN_)
dn['sum'] = dn.COSCREEN_ +(dn['not_COSCREEN'])
dn = dn.sort_values('percent')
dn = dn.reset_index()
return dn
def agg_col(dfo, col, drow = True):
h = test.groupby([col,'COSCREEN']).agg(len)
v= h.ID_code
dn =pd.DataFrame()
dn['sum'] = v.loc[pd.IndexSlice[:,0]]
dn = dn.fillna(0.)
if (drow):
dn.plot(kind='bar', stacked=True, color=['b','y'])
plt.title(col)
dn = dn.reset_index()
return dn
def drow_col(df, col):
dft = train[[col,'COSCREEN']]
dft0 = dft[dft.COSCREEN==0]
dft1 = dft[dft.COSCREEN==1]
sns.kdeplot(dft0[col], label='not screen', shade=True)
sns.kdeplot(dft1[col], label='screen', shade=True)
plt.xlabel(col);
plt.legend();
There are few categorial features in the data set. Lets view them and create dummy variables.
def order_col_by_COSCREEN_percent(col,drow=True):
dn = agg_col_by_COSCREEN(train, col, drow = False)
tmp = dn[[col]].to_dict()
val_map= tmp[col]
inv_map = {v: k for k, v in val_map.items()}
train[col] = train[col].replace(inv_map)
test[col] = test[col].replace(inv_map)
if (drow) :
drow_col(train, col)
col= 'DAST'
print ('DAST', collections.Counter(train['DAST']))
DAST Counter({0: 2535, 1: 186, 2: 20, 3: 11, 4: 4})
dn = agg_col_by_COSCREEN(train, col)
order_col_by_COSCREEN_percent(col)
<ipython-input-65-695fc5942bd5>:9: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame. Try using .loc[row_indexer,col_indexer] = value instead See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy train[col] = train[col].replace(inv_map) <ipython-input-65-695fc5942bd5>:10: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame. Try using .loc[row_indexer,col_indexer] = value instead See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy test[col] = test[col].replace(inv_map)
col = 'AUDIT'
print ('AUDIT',collections.Counter(train[col]))
AUDIT Counter({0: 2638, 1: 100, 2: 18})
dn = agg_col_by_COSCREEN(train, col)
order_col_by_COSCREEN_percent(col)
<ipython-input-65-695fc5942bd5>:9: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame. Try using .loc[row_indexer,col_indexer] = value instead See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy train[col] = train[col].replace(inv_map) <ipython-input-65-695fc5942bd5>:10: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame. Try using .loc[row_indexer,col_indexer] = value instead See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy test[col] = test[col].replace(inv_map)
col = 'SEX'
print ('SEX',collections.Counter(train[col]))
SEX Counter({1: 1872, 0: 881, 2: 3})
dn = agg_col_by_COSCREEN(train, col)
order_col_by_COSCREEN_percent(col)
<ipython-input-65-695fc5942bd5>:9: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame. Try using .loc[row_indexer,col_indexer] = value instead See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy train[col] = train[col].replace(inv_map) <ipython-input-65-695fc5942bd5>:10: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame. Try using .loc[row_indexer,col_indexer] = value instead See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy test[col] = test[col].replace(inv_map)
def aply_oonehot(df, col):
df_en = pd.get_dummies(df[col])
df_en = df_en.drop(df_en.columns[0], 1)
cols = [str(col)+'_'+str(c) for c in df_en.columns]
df_en.columns = cols
df = df.drop(col, 1)
df = pd.concat([df, df_en], axis=1)
return df
train = aply_oonehot(train, 'DAST')
test = aply_oonehot(test, 'DAST')
train = aply_oonehot(train, 'SEX')
test = aply_oonehot(test, 'SEX')
train = aply_oonehot(train, 'HISPANIC')
test = aply_oonehot(test, 'HISPANIC')
train = aply_oonehot(train, 'RACE')
test = aply_oonehot(test, 'RACE')
train = aply_oonehot(train, 'VET')
test = aply_oonehot(test, 'VET')
train = aply_oonehot(train, 'ACTIVE')
test = aply_oonehot(test, 'ACTIVE')
train = aply_oonehot(train, 'DEPLOY')
test = aply_oonehot(test, 'DEPLOY')
train = aply_oonehot(train, 'AUDIT')
test = aply_oonehot(test, 'AUDIT')
train = aply_oonehot(train, 'BI')
test = aply_oonehot(test, 'BI')
train = aply_oonehot(train, 'BT')
test = aply_oonehot(test, 'BT')
train = aply_oonehot(train, 'RT')
test = aply_oonehot(test, 'RT')
train = aply_oonehot(train, 'INJECT')
test = aply_oonehot(test, 'INJECT')
train = aply_oonehot(train, 'TOBMONTH')
test = aply_oonehot(test, 'TOBMONTH')
print (train.columns)
Index(['ID_code', 'COSCREEN', 'ANYALC', 'BINGEDAYS', 'DRUGDAYS', 'ALCDRUGS',
'DAYSCOCAINE', 'MARYJDAYS', 'ANYOPIATEDAYS', 'METHADONE', 'HALLUC',
'METHDAYS', 'OTHERDRUGS', 'AGE', 'DAST_1', 'DAST_2', 'DAST_3', 'DAST_4',
'SEX_1', 'SEX_2', 'HISPANIC_1', 'RACE_2', 'RACE_3', 'VET_1', 'ACTIVE_1',
'DEPLOY_1', 'DEPLOY_2', 'DEPLOY_3', 'DEPLOY_4', 'DEPLOY_5', 'AUDIT_1',
'AUDIT_2', 'BI_1', 'BT_1', 'RT_1', 'INJECT_1', 'TOBMONTH_1'],
dtype='object')
from sklearn.metrics import confusion_matrix
from sklearn.metrics import classification_report
from sklearn.metrics import cohen_kappa_score
from sklearn.metrics import accuracy_score, log_loss
def print_stats(ytest, ypred):
print("Accuracy: {:.5f}, Cohen's Kappa Score: {:.5f}".format(
accuracy_score(ytest, ypred),
cohen_kappa_score(ytest, ypred, weights="quadratic")))
ll = log_loss(ytest, ypred)
print("Log Loss: {}".format(ll))
print (' ')
print("Confusion Matrix:")
print(confusion_matrix(ytest, ypred))
print("Classification Report:")
print(classification_report(ytest, ypred))
def drow_roc_curve(y_true, y_pred):
fpr, tpr, thresholds = roc_curve(y_true, y_pred)
roc_auc = auc(fpr, tpr)
plt.title('ROC Curve - Receiver Operating Characteristic')
plt.plot(fpr, tpr, label='AUC = %0.4f'% roc_auc)
plt.legend(loc='lower right')
plt.plot([0,1],[0,1],'g--')
plt.xlim([-0.001, 1])
plt.ylim([0, 1.001])
plt.ylabel('True Positive Rate')
plt.xlabel('False Positive Rate')
plt.show();
def drow_history(history, metric):
plt.plot(history.history[metric])
plt.plot(history.history['val_'+ metric])
plt.title('model '+metric)
plt.ylabel(metric)
plt.xlabel('epoch')
plt.legend(['train', 'test'], loc='upper left')
plt.show()
from sklearn.model_selection import train_test_split
from sklearn.preprocessing import StandardScaler,MinMaxScaler
from imblearn.over_sampling import SMOTE
from collections import Counter
from matplotlib import pyplot
XX_train, XX_val = train_test_split(train, test_size=919)
cols = [c for c in train.columns if c not in ['COSCREEN','ID_code']]
X_train = MinMaxScaler().fit_transform(XX_train[cols])
y_train = XX_train['COSCREEN'].to_numpy()
XX_val1 = MinMaxScaler().fit_transform(XX_val[cols])
yy_val1= XX_val['COSCREEN'].to_numpy()
X_real_test = MinMaxScaler().fit_transform(test[cols])
strategy = {0:6813, 1:6813}
oversample = SMOTE(sampling_strategy=strategy)
X_train, y_train = oversample.fit_resample(X_train, y_train)
y_train = LabelEncoder().fit_transform(y_train)
X_train.shape
/home/sameera/anaconda3/envs/py3.8/lib/python3.8/site-packages/imblearn/utils/_validation.py:299: UserWarning: After over-sampling, the number of samples (6813) in class 0 will be larger than the number of samples in the majority class (class #0 -> 1818) warnings.warn( /home/sameera/anaconda3/envs/py3.8/lib/python3.8/site-packages/imblearn/utils/_validation.py:299: UserWarning: After over-sampling, the number of samples (6813) in class 1 will be larger than the number of samples in the majority class (class #0 -> 1818) warnings.warn(
(13626, 35)
X_val, X_test, y_val, y_test = train_test_split(XX_val1, yy_val1, test_size=9, random_state=42)
def cut_array_to_fit_batchsize(X,y,batch_size):
n_size = (len(X)//batch_size)*batch_size
X = X[0:n_size]
y = y[0:n_size]
return X, y
batch_size = 100
X_train, y_train = cut_array_to_fit_batchsize(X_train,y_train, batch_size)
X_val, y_val = cut_array_to_fit_batchsize(X_val, y_val, batch_size)
# X_test,y_test = cut_array_to_fit_batchsize(X_test,y_test, batch_size)
# y_real_test=np.zeros((len(X_real_test)))
print (X_val.shape, X_train.shape)
(900, 35) (13600, 35)
from tensorflow.keras.layers import Input, Dense, Lambda
from tensorflow.keras.models import Model
from tensorflow.keras.metrics import binary_crossentropy
from tensorflow.keras.callbacks import LearningRateScheduler
from IPython.display import SVG
from tensorflow.keras.utils import model_to_dot
from tensorflow.keras.callbacks import EarlyStopping, ModelCheckpoint
import tensorflow as tf
tf.compat.v1.disable_eager_execution()
import tensorflow.keras.backend as K
from tensorflow.keras.callbacks import Callback
from numpy.random import seed
seed(1)
# Define input layer
input_dim = X_train.shape[1]
input_layer = Input(shape=(input_dim,), name='input_layer')
# Define Encoder layers
hiden_layer_dim = 256
hiden_layer = Dense(hiden_layer_dim, activation='relu',
name='hiden_layer')(input_layer)
# Create 2 dense layer that outputs latent space dimention data
latent_space_dim = 2
mu = Dense(latent_space_dim, activation='linear', name='mu')(hiden_layer)
log_sigma = Dense(latent_space_dim, activation='linear', name='log_sigma')(hiden_layer)
# Encoder model, to encode input into latent variable
# We choose mu, the mean of the output as can be seen in the samle_z function.
# the mean is the center point, the representative of the gaussian
encoder = Model(input_layer, mu, name='encoder')
# Now the trick of the vae, to sample from the 2 dense layers
def sample_z(args):
mu, log_sigma = args
eps = K.random_normal(shape=(batch_size, latent_space_dim), mean=0., stddev=1.)
return mu + K.exp(log_sigma / 2) * eps
# Sample from the output of the 2 dense layers
sampleZ = Lambda(sample_z, name='sampleZ', output_shape=(latent_space_dim,))([mu, log_sigma])
# Define decoder layers in VAE model
decoder_hidden = Dense(hiden_layer_dim, activation='relu', name='decoder_hidden')
decoder_out = Dense(input_dim, activation='sigmoid', name = 'decoder_out')
h_p = decoder_hidden(sampleZ)
output_layer = decoder_out(h_p)
# VAE model, Unsupervised leraning for reconstruction of the input data
vae = Model(input_layer, output_layer, name='vae')
# Define a separate Decoder model, that recostruct data from latent variable
# The decoder model uses eights that was trained with the VAE mode;,
# We need a separate model, if we want to generate data from given data in latent space.
d_in = Input(shape=(latent_space_dim,), name='decoder_input')
d_h = decoder_hidden(d_in)
d_out = decoder_out(d_h)
decoder = Model(d_in, d_out, name='decoder')
SVG(model_to_dot(vae, show_shapes='true').create(prog='dot', format='svg'))
def vae_loss(y_true, y_pred):
""" Calculate loss = reconstruction loss + KL loss for each data in minibatch """
recon = K.sum(K.binary_crossentropy(y_pred, y_true), axis=1)
kl = 0.5 * K.sum(K.exp(log_sigma) + K.square(mu) - 1. - log_sigma, axis=1)
return recon + kl
vlos = float(10000.)
class SaveBest(Callback):
global vlos
vlos = float(10000.)
'''def on_train_begin(self, logs={}):
vlos = float(10000.)'''
def on_epoch_end(self, batch, logs={}):
global vlos
tmp = logs.get('val_loss')
if (tmp==None):
tmp = 1000.
if (vlos - float(tmp) > 0.000001) :
print ('loss improoved from: ', vlos, ' to: ', tmp, 'saving models')
vlos = float(tmp)
encoder.save('best_encoder.h5')
decoder.save('best_decoder.h5')
vae.save('best_vae.h5')
def vae_accuracy(y_true, y_pred):
#y_true = K.print_tensor(y_true)
#y_pred = K.print_tensor(y_pred)
#(1-tf.math.reduce_mean(y_true - tf.math.round(y_pred)))*100
#1- K.mean(y_true-y_pred)
return K.mean(tf.math.equal(y_true,tf.math.round(y_pred)))
savebest = SaveBest()
stopping_criterions =[
EarlyStopping(monitor='loss', patience = 4000),
EarlyStopping(monitor='acc', patience =0)
, savebest]
vae.compile(optimizer='adam', loss=vae_loss,metrics=[vae_accuracy])
vae_history = vae.fit(X_train, X_train, batch_size=batch_size, shuffle=True,
validation_data = (X_val, X_val),
epochs=4000, callbacks =stopping_criterions)
Train on 13600 samples, validate on 900 samples Epoch 1/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 111.9818 - vae_accuracy: 0.7732WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 10000.0 to: 36.92096498277452 saving models 13600/13600 [==============================] - 0s 21us/sample - loss: 92.3958 - vae_accuracy: 0.7814 - val_loss: 36.9210 - val_vae_accuracy: 0.9117 Epoch 2/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 43.1309 - vae_accuracy: 0.8035WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 36.92096498277452 to: 29.76452848646376 saving models 13600/13600 [==============================] - 0s 12us/sample - loss: 42.1546 - vae_accuracy: 0.8050 - val_loss: 29.7645 - val_vae_accuracy: 0.9207 Epoch 3/4000 10100/13600 [=====================>........] - ETA: 0s - loss: 37.7831 - vae_accuracy: 0.8102WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 29.76452848646376 to: 28.058791902330185 saving models 13600/13600 [==============================] - 0s 12us/sample - loss: 37.5110 - vae_accuracy: 0.8107 - val_loss: 28.0588 - val_vae_accuracy: 0.9211 Epoch 4/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 36.7811 - vae_accuracy: 0.8102WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 28.058791902330185 to: 27.343271891276043 saving models 13600/13600 [==============================] - 0s 12us/sample - loss: 36.5876 - vae_accuracy: 0.8107 - val_loss: 27.3433 - val_vae_accuracy: 0.9210 Epoch 5/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 36.0712 - vae_accuracy: 0.8111WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 27.343271891276043 to: 26.974719789293076 saving models 13600/13600 [==============================] - 0s 13us/sample - loss: 36.1190 - vae_accuracy: 0.8107 - val_loss: 26.9747 - val_vae_accuracy: 0.9210 Epoch 6/4000 8700/13600 [==================>...........] - ETA: 0s - loss: 36.1378 - vae_accuracy: 0.8107WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 26.974719789293076 to: 26.671800401475693 saving models 13600/13600 [==============================] - 0s 13us/sample - loss: 35.8018 - vae_accuracy: 0.8106 - val_loss: 26.6718 - val_vae_accuracy: 0.9209 Epoch 7/4000 9000/13600 [==================>...........] - ETA: 0s - loss: 35.5401 - vae_accuracy: 0.8104WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 26.671800401475693 to: 26.47593773735894 saving models 13600/13600 [==============================] - 0s 13us/sample - loss: 35.5516 - vae_accuracy: 0.8106 - val_loss: 26.4759 - val_vae_accuracy: 0.9210 Epoch 8/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 30.5856 - vae_accuracy: 0.8209WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 26.47593773735894 to: 17.188056310017902 saving models 13600/13600 [==============================] - 0s 14us/sample - loss: 30.1783 - vae_accuracy: 0.8222 - val_loss: 17.1881 - val_vae_accuracy: 0.9401 Epoch 9/4000 13500/13600 [============================>.] - ETA: 0s - loss: 25.4146 - vae_accuracy: 0.8307WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 17.188056310017902 to: 16.360959159003365 saving models 13600/13600 [==============================] - 0s 14us/sample - loss: 25.4048 - vae_accuracy: 0.8307 - val_loss: 16.3610 - val_vae_accuracy: 0.9413 Epoch 10/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 25.0655 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 16.360959159003365 to: 16.20503415001763 saving models 13600/13600 [==============================] - 0s 14us/sample - loss: 25.0557 - vae_accuracy: 0.8310 - val_loss: 16.2050 - val_vae_accuracy: 0.9413 Epoch 11/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.9047 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 16.20503415001763 to: 16.013532638549805 saving models 13600/13600 [==============================] - 0s 13us/sample - loss: 24.9100 - vae_accuracy: 0.8311 - val_loss: 16.0135 - val_vae_accuracy: 0.9416 Epoch 12/4000 8900/13600 [==================>...........] - ETA: 0s - loss: 25.0530 - vae_accuracy: 0.8298WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.8632 - vae_accuracy: 0.8311 - val_loss: 16.0185 - val_vae_accuracy: 0.9417 Epoch 13/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.7715 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 16.013532638549805 to: 15.939241409301758 saving models 13600/13600 [==============================] - 0s 14us/sample - loss: 24.7654 - vae_accuracy: 0.8313 - val_loss: 15.9392 - val_vae_accuracy: 0.9416 Epoch 14/4000 8800/13600 [==================>...........] - ETA: 0s - loss: 24.7146 - vae_accuracy: 0.8303WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 15.939241409301758 to: 15.903238296508789 saving models 13600/13600 [==============================] - 0s 14us/sample - loss: 24.7311 - vae_accuracy: 0.8312 - val_loss: 15.9032 - val_vae_accuracy: 0.9416 Epoch 15/4000 8600/13600 [=================>............] - ETA: 0s - loss: 24.5771 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 15.903238296508789 to: 15.86655330657959 saving models 13600/13600 [==============================] - 0s 13us/sample - loss: 24.6800 - vae_accuracy: 0.8313 - val_loss: 15.8666 - val_vae_accuracy: 0.9416 Epoch 16/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.6254 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 15.86655330657959 to: 15.812803586324057 saving models 13600/13600 [==============================] - 0s 13us/sample - loss: 24.6371 - vae_accuracy: 0.8313 - val_loss: 15.8128 - val_vae_accuracy: 0.9417 Epoch 17/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.6419 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 15.812803586324057 to: 15.669666078355577 saving models 13600/13600 [==============================] - 0s 14us/sample - loss: 24.6457 - vae_accuracy: 0.8313 - val_loss: 15.6697 - val_vae_accuracy: 0.9420 Epoch 18/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.5914 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.5806 - vae_accuracy: 0.8314 - val_loss: 15.7829 - val_vae_accuracy: 0.9418 Epoch 19/4000 10100/13600 [=====================>........] - ETA: 0s - loss: 24.5277 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.5677 - vae_accuracy: 0.8313 - val_loss: 15.8306 - val_vae_accuracy: 0.9417 Epoch 20/4000 10500/13600 [======================>.......] - ETA: 0s - loss: 24.5712 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.5880 - vae_accuracy: 0.8313 - val_loss: 15.7753 - val_vae_accuracy: 0.9417 Epoch 21/4000 10400/13600 [=====================>........] - ETA: 0s - loss: 24.5770 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.5354 - vae_accuracy: 0.8314 - val_loss: 15.7222 - val_vae_accuracy: 0.9417 Epoch 22/4000 10400/13600 [=====================>........] - ETA: 0s - loss: 24.5185 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.5280 - vae_accuracy: 0.8314 - val_loss: 15.8887 - val_vae_accuracy: 0.9416 Epoch 23/4000 10500/13600 [======================>.......] - ETA: 0s - loss: 24.4057 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.5310 - vae_accuracy: 0.8313 - val_loss: 15.7724 - val_vae_accuracy: 0.9417 Epoch 24/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.7341 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.5681 - vae_accuracy: 0.8313 - val_loss: 15.7662 - val_vae_accuracy: 0.9417 Epoch 25/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.6558 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 15.669666078355577 to: 15.654686397976345 saving models 13600/13600 [==============================] - 0s 13us/sample - loss: 24.5171 - vae_accuracy: 0.8314 - val_loss: 15.6547 - val_vae_accuracy: 0.9419 Epoch 26/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.5588 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.5415 - vae_accuracy: 0.8314 - val_loss: 15.8698 - val_vae_accuracy: 0.9417 Epoch 27/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.4662 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.4675 - vae_accuracy: 0.8315 - val_loss: 15.9313 - val_vae_accuracy: 0.9410 Epoch 28/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.3933 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.4857 - vae_accuracy: 0.8314 - val_loss: 15.8817 - val_vae_accuracy: 0.9414 Epoch 29/4000 10300/13600 [=====================>........] - ETA: 0s - loss: 24.2958 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 15.654686397976345 to: 15.624879201253256 saving models 13600/13600 [==============================] - 0s 12us/sample - loss: 24.4663 - vae_accuracy: 0.8315 - val_loss: 15.6249 - val_vae_accuracy: 0.9418 Epoch 30/4000 10500/13600 [======================>.......] - ETA: 0s - loss: 24.5712 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.4713 - vae_accuracy: 0.8314 - val_loss: 15.7054 - val_vae_accuracy: 0.9417 Epoch 31/4000 10400/13600 [=====================>........] - ETA: 0s - loss: 24.4100 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.4625 - vae_accuracy: 0.8314 - val_loss: 15.6766 - val_vae_accuracy: 0.9418 Epoch 32/4000 10400/13600 [=====================>........] - ETA: 0s - loss: 24.3771 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.4657 - vae_accuracy: 0.8314 - val_loss: 15.7788 - val_vae_accuracy: 0.9417 Epoch 33/4000 10400/13600 [=====================>........] - ETA: 0s - loss: 24.4720 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.4600 - vae_accuracy: 0.8315 - val_loss: 15.8583 - val_vae_accuracy: 0.9414 Epoch 34/4000 10500/13600 [======================>.......] - ETA: 0s - loss: 24.4388 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.4628 - vae_accuracy: 0.8315 - val_loss: 15.7243 - val_vae_accuracy: 0.9416 Epoch 35/4000 10600/13600 [======================>.......] - ETA: 0s - loss: 24.4744 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.4517 - vae_accuracy: 0.8315 - val_loss: 15.7970 - val_vae_accuracy: 0.9417 Epoch 36/4000 10900/13600 [=======================>......] - ETA: 0s - loss: 24.5235 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.4571 - vae_accuracy: 0.8315 - val_loss: 15.8440 - val_vae_accuracy: 0.9412 Epoch 37/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.4683 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.4342 - vae_accuracy: 0.8315 - val_loss: 15.7221 - val_vae_accuracy: 0.9417 Epoch 38/4000 10200/13600 [=====================>........] - ETA: 0s - loss: 24.4108 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.4248 - vae_accuracy: 0.8315 - val_loss: 15.7325 - val_vae_accuracy: 0.9414 Epoch 39/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.4776 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.4126 - vae_accuracy: 0.8314 - val_loss: 15.6987 - val_vae_accuracy: 0.9415 Epoch 40/4000 10500/13600 [======================>.......] - ETA: 0s - loss: 24.4686 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.4207 - vae_accuracy: 0.8314 - val_loss: 15.7313 - val_vae_accuracy: 0.9416 Epoch 41/4000 10200/13600 [=====================>........] - ETA: 0s - loss: 24.4407 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.4356 - vae_accuracy: 0.8315 - val_loss: 15.7153 - val_vae_accuracy: 0.9415 Epoch 42/4000 10400/13600 [=====================>........] - ETA: 0s - loss: 24.4094 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.4195 - vae_accuracy: 0.8315 - val_loss: 15.7958 - val_vae_accuracy: 0.9413 Epoch 43/4000 10300/13600 [=====================>........] - ETA: 0s - loss: 24.4106 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.4134 - vae_accuracy: 0.8315 - val_loss: 15.8880 - val_vae_accuracy: 0.9413 Epoch 44/4000 10500/13600 [======================>.......] - ETA: 0s - loss: 24.3945 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.4248 - vae_accuracy: 0.8315 - val_loss: 15.6471 - val_vae_accuracy: 0.9416 Epoch 45/4000 10600/13600 [======================>.......] - ETA: 0s - loss: 24.4366 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 15.624879201253256 to: 15.596763186984592 saving models 13600/13600 [==============================] - 0s 12us/sample - loss: 24.4163 - vae_accuracy: 0.8314 - val_loss: 15.5968 - val_vae_accuracy: 0.9418 Epoch 46/4000 10200/13600 [=====================>........] - ETA: 0s - loss: 24.4462 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.4364 - vae_accuracy: 0.8314 - val_loss: 15.8322 - val_vae_accuracy: 0.9415 Epoch 47/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.3878 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3868 - vae_accuracy: 0.8315 - val_loss: 15.7300 - val_vae_accuracy: 0.9418 Epoch 48/4000 10700/13600 [======================>.......] - ETA: 0s - loss: 24.4091 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.4167 - vae_accuracy: 0.8315 - val_loss: 15.7795 - val_vae_accuracy: 0.9413 Epoch 49/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.2136 - vae_accuracy: 0.8329WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3955 - vae_accuracy: 0.8316 - val_loss: 15.7554 - val_vae_accuracy: 0.9413 Epoch 50/4000 10200/13600 [=====================>........] - ETA: 0s - loss: 24.3140 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.4169 - vae_accuracy: 0.8314 - val_loss: 15.7952 - val_vae_accuracy: 0.9413 Epoch 51/4000 8800/13600 [==================>...........] - ETA: 0s - loss: 24.1652 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.4279 - vae_accuracy: 0.8314 - val_loss: 15.7469 - val_vae_accuracy: 0.9413 Epoch 52/4000 10500/13600 [======================>.......] - ETA: 0s - loss: 24.6273 - vae_accuracy: 0.8300WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.3723 - vae_accuracy: 0.8315 - val_loss: 15.6834 - val_vae_accuracy: 0.9415 Epoch 53/4000 10100/13600 [=====================>........] - ETA: 0s - loss: 24.2683 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 15.596763186984592 to: 15.593208948771158 saving models 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3629 - vae_accuracy: 0.8315 - val_loss: 15.5932 - val_vae_accuracy: 0.9419 Epoch 54/4000 10300/13600 [=====================>........] - ETA: 0s - loss: 24.5224 - vae_accuracy: 0.8306WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.4523 - vae_accuracy: 0.8315 - val_loss: 15.7670 - val_vae_accuracy: 0.9415 Epoch 55/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.4387 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3899 - vae_accuracy: 0.8314 - val_loss: 15.6759 - val_vae_accuracy: 0.9416 Epoch 56/4000 10200/13600 [=====================>........] - ETA: 0s - loss: 24.2061 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.4046 - vae_accuracy: 0.8314 - val_loss: 15.7563 - val_vae_accuracy: 0.9414 Epoch 57/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.3285 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3688 - vae_accuracy: 0.8315 - val_loss: 15.7143 - val_vae_accuracy: 0.9413 Epoch 58/4000 10100/13600 [=====================>........] - ETA: 0s - loss: 24.3420 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3786 - vae_accuracy: 0.8315 - val_loss: 15.8210 - val_vae_accuracy: 0.9414 Epoch 59/4000 10100/13600 [=====================>........] - ETA: 0s - loss: 24.4328 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 15.593208948771158 to: 15.586821026272244 saving models 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3704 - vae_accuracy: 0.8316 - val_loss: 15.5868 - val_vae_accuracy: 0.9417 Epoch 60/4000 8800/13600 [==================>...........] - ETA: 0s - loss: 24.3130 - vae_accuracy: 0.8329WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.4431 - vae_accuracy: 0.8315 - val_loss: 15.7640 - val_vae_accuracy: 0.9417 Epoch 61/4000 10400/13600 [=====================>........] - ETA: 0s - loss: 24.3946 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.3660 - vae_accuracy: 0.8315 - val_loss: 15.6701 - val_vae_accuracy: 0.9417 Epoch 62/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.4231 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3995 - vae_accuracy: 0.8315 - val_loss: 15.6989 - val_vae_accuracy: 0.9416 Epoch 63/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.5643 - vae_accuracy: 0.8302WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3880 - vae_accuracy: 0.8315 - val_loss: 15.8105 - val_vae_accuracy: 0.9416 Epoch 64/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.4596 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3778 - vae_accuracy: 0.8316 - val_loss: 15.6494 - val_vae_accuracy: 0.9417 Epoch 65/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1738 - vae_accuracy: 0.8335WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3722 - vae_accuracy: 0.8315 - val_loss: 15.6477 - val_vae_accuracy: 0.9417 Epoch 66/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.3630 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3555 - vae_accuracy: 0.8316 - val_loss: 15.6703 - val_vae_accuracy: 0.9417 Epoch 67/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.3332 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3477 - vae_accuracy: 0.8315 - val_loss: 15.8383 - val_vae_accuracy: 0.9412 Epoch 68/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.4373 - vae_accuracy: 0.8307WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3204 - vae_accuracy: 0.8316 - val_loss: 15.6422 - val_vae_accuracy: 0.9419 Epoch 69/4000 10200/13600 [=====================>........] - ETA: 0s - loss: 24.4010 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.3421 - vae_accuracy: 0.8316 - val_loss: 15.5942 - val_vae_accuracy: 0.9419 Epoch 70/4000 10100/13600 [=====================>........] - ETA: 0s - loss: 24.4877 - vae_accuracy: 0.8302WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.3381 - vae_accuracy: 0.8315 - val_loss: 15.7531 - val_vae_accuracy: 0.9418 Epoch 71/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.4218 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3831 - vae_accuracy: 0.8314 - val_loss: 15.8279 - val_vae_accuracy: 0.9413 Epoch 72/4000 10100/13600 [=====================>........] - ETA: 0s - loss: 24.3714 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3618 - vae_accuracy: 0.8315 - val_loss: 15.6418 - val_vae_accuracy: 0.9418 Epoch 73/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2761 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3518 - vae_accuracy: 0.8315 - val_loss: 15.6912 - val_vae_accuracy: 0.9418 Epoch 74/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.3248 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3402 - vae_accuracy: 0.8315 - val_loss: 15.5917 - val_vae_accuracy: 0.9417 Epoch 75/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2839 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3576 - vae_accuracy: 0.8315 - val_loss: 15.6974 - val_vae_accuracy: 0.9416 Epoch 76/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.1355 - vae_accuracy: 0.8334WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3314 - vae_accuracy: 0.8315 - val_loss: 15.7386 - val_vae_accuracy: 0.9411 Epoch 77/4000 10100/13600 [=====================>........] - ETA: 0s - loss: 24.4635 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.4027 - vae_accuracy: 0.8315 - val_loss: 15.6624 - val_vae_accuracy: 0.9416 Epoch 78/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.4473 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3774 - vae_accuracy: 0.8315 - val_loss: 15.6261 - val_vae_accuracy: 0.9420 Epoch 79/4000 10200/13600 [=====================>........] - ETA: 0s - loss: 24.4396 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.3415 - vae_accuracy: 0.8316 - val_loss: 15.6414 - val_vae_accuracy: 0.9416 Epoch 80/4000 10100/13600 [=====================>........] - ETA: 0s - loss: 24.3497 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 15.586821026272244 to: 15.549072371588814 saving models 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3591 - vae_accuracy: 0.8315 - val_loss: 15.5491 - val_vae_accuracy: 0.9417 Epoch 81/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.2929 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.3657 - vae_accuracy: 0.8315 - val_loss: 15.6907 - val_vae_accuracy: 0.9416 Epoch 82/4000 10100/13600 [=====================>........] - ETA: 0s - loss: 24.2179 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3362 - vae_accuracy: 0.8316 - val_loss: 15.7075 - val_vae_accuracy: 0.9416 Epoch 83/4000 10300/13600 [=====================>........] - ETA: 0s - loss: 24.1592 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.3065 - vae_accuracy: 0.8315 - val_loss: 15.7267 - val_vae_accuracy: 0.9414 Epoch 84/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.3917 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3538 - vae_accuracy: 0.8315 - val_loss: 15.7808 - val_vae_accuracy: 0.9415 Epoch 85/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.4723 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3470 - vae_accuracy: 0.8316 - val_loss: 15.9211 - val_vae_accuracy: 0.9412 Epoch 86/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.4609 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3842 - vae_accuracy: 0.8316 - val_loss: 15.6806 - val_vae_accuracy: 0.9416 Epoch 87/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.3948 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3728 - vae_accuracy: 0.8316 - val_loss: 15.6281 - val_vae_accuracy: 0.9417 Epoch 88/4000 10200/13600 [=====================>........] - ETA: 0s - loss: 24.2245 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 15.549072371588814 to: 15.479249636332193 saving models 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3166 - vae_accuracy: 0.8316 - val_loss: 15.4792 - val_vae_accuracy: 0.9419 Epoch 89/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.1892 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3267 - vae_accuracy: 0.8316 - val_loss: 15.7154 - val_vae_accuracy: 0.9416 Epoch 90/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.1968 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3557 - vae_accuracy: 0.8315 - val_loss: 15.6909 - val_vae_accuracy: 0.9414 Epoch 91/4000 10100/13600 [=====================>........] - ETA: 0s - loss: 24.4792 - vae_accuracy: 0.8302WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3165 - vae_accuracy: 0.8316 - val_loss: 15.7155 - val_vae_accuracy: 0.9417 Epoch 92/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.1554 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3309 - vae_accuracy: 0.8316 - val_loss: 15.8016 - val_vae_accuracy: 0.9415 Epoch 93/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3963 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3055 - vae_accuracy: 0.8316 - val_loss: 15.6979 - val_vae_accuracy: 0.9416 Epoch 94/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2994 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3216 - vae_accuracy: 0.8316 - val_loss: 15.9344 - val_vae_accuracy: 0.9412 Epoch 95/4000 10200/13600 [=====================>........] - ETA: 0s - loss: 24.3970 - vae_accuracy: 0.8307WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.3356 - vae_accuracy: 0.8316 - val_loss: 15.7433 - val_vae_accuracy: 0.9414 Epoch 96/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.3435 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3161 - vae_accuracy: 0.8315 - val_loss: 15.6764 - val_vae_accuracy: 0.9416 Epoch 97/4000 10100/13600 [=====================>........] - ETA: 0s - loss: 24.1475 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.3369 - vae_accuracy: 0.8316 - val_loss: 15.6486 - val_vae_accuracy: 0.9417 Epoch 98/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.2600 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2873 - vae_accuracy: 0.8316 - val_loss: 15.7395 - val_vae_accuracy: 0.9413 Epoch 99/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.1724 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3059 - vae_accuracy: 0.8317 - val_loss: 15.5677 - val_vae_accuracy: 0.9417 Epoch 100/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.4307 - vae_accuracy: 0.8307WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3176 - vae_accuracy: 0.8315 - val_loss: 15.5227 - val_vae_accuracy: 0.9419 Epoch 101/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2350 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2959 - vae_accuracy: 0.8316 - val_loss: 15.5755 - val_vae_accuracy: 0.9416 Epoch 102/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2186 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2935 - vae_accuracy: 0.8315 - val_loss: 15.6656 - val_vae_accuracy: 0.9416 Epoch 103/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.0371 - vae_accuracy: 0.8330WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3011 - vae_accuracy: 0.8315 - val_loss: 15.7373 - val_vae_accuracy: 0.9416 Epoch 104/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.3512 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3376 - vae_accuracy: 0.8317 - val_loss: 15.6983 - val_vae_accuracy: 0.9414 Epoch 105/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.4692 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3522 - vae_accuracy: 0.8316 - val_loss: 15.6535 - val_vae_accuracy: 0.9416 Epoch 106/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2818 - vae_accuracy: 0.8326WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3495 - vae_accuracy: 0.8316 - val_loss: 15.6492 - val_vae_accuracy: 0.9416 Epoch 107/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2129 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2984 - vae_accuracy: 0.8316 - val_loss: 15.7398 - val_vae_accuracy: 0.9414 Epoch 108/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.4296 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3153 - vae_accuracy: 0.8317 - val_loss: 15.6050 - val_vae_accuracy: 0.9417 Epoch 109/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.4155 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3201 - vae_accuracy: 0.8316 - val_loss: 15.6214 - val_vae_accuracy: 0.9416 Epoch 110/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2905 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3435 - vae_accuracy: 0.8316 - val_loss: 15.7002 - val_vae_accuracy: 0.9416 Epoch 111/4000 10300/13600 [=====================>........] - ETA: 0s - loss: 24.4151 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3216 - vae_accuracy: 0.8316 - val_loss: 15.7454 - val_vae_accuracy: 0.9415 Epoch 112/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2898 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3246 - vae_accuracy: 0.8317 - val_loss: 15.7186 - val_vae_accuracy: 0.9413 Epoch 113/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.3860 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3124 - vae_accuracy: 0.8316 - val_loss: 15.8004 - val_vae_accuracy: 0.9414 Epoch 114/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.3545 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3431 - vae_accuracy: 0.8316 - val_loss: 15.6403 - val_vae_accuracy: 0.9414 Epoch 115/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.2407 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2745 - vae_accuracy: 0.8316 - val_loss: 15.5343 - val_vae_accuracy: 0.9417 Epoch 116/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2847 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3098 - vae_accuracy: 0.8315 - val_loss: 15.7080 - val_vae_accuracy: 0.9415 Epoch 117/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3329 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3257 - vae_accuracy: 0.8315 - val_loss: 15.5663 - val_vae_accuracy: 0.9417 Epoch 118/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.3533 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3535 - vae_accuracy: 0.8316 - val_loss: 15.7343 - val_vae_accuracy: 0.9414 Epoch 119/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.3031 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3125 - vae_accuracy: 0.8316 - val_loss: 15.6403 - val_vae_accuracy: 0.9419 Epoch 120/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.3364 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3138 - vae_accuracy: 0.8315 - val_loss: 15.7497 - val_vae_accuracy: 0.9415 Epoch 121/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.3352 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3335 - vae_accuracy: 0.8316 - val_loss: 15.7465 - val_vae_accuracy: 0.9413 Epoch 122/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.3706 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3238 - vae_accuracy: 0.8316 - val_loss: 15.6439 - val_vae_accuracy: 0.9417 Epoch 123/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.5260 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3459 - vae_accuracy: 0.8316 - val_loss: 15.5847 - val_vae_accuracy: 0.9417 Epoch 124/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3352 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2860 - vae_accuracy: 0.8316 - val_loss: 15.7764 - val_vae_accuracy: 0.9414 Epoch 125/4000 11700/13600 [========================>.....] - ETA: 0s - loss: 24.3514 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.3052 - vae_accuracy: 0.8316 - val_loss: 15.8343 - val_vae_accuracy: 0.9413 Epoch 126/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.3481 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2912 - vae_accuracy: 0.8316 - val_loss: 15.7803 - val_vae_accuracy: 0.9413 Epoch 127/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.3316 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3171 - vae_accuracy: 0.8315 - val_loss: 15.6041 - val_vae_accuracy: 0.9417 Epoch 128/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.5429 - vae_accuracy: 0.8294WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3355 - vae_accuracy: 0.8315 - val_loss: 15.7639 - val_vae_accuracy: 0.9413 Epoch 129/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2980 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3255 - vae_accuracy: 0.8316 - val_loss: 15.5719 - val_vae_accuracy: 0.9415 Epoch 130/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.2597 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3082 - vae_accuracy: 0.8315 - val_loss: 15.7224 - val_vae_accuracy: 0.9414 Epoch 131/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2946 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3129 - vae_accuracy: 0.8316 - val_loss: 15.7099 - val_vae_accuracy: 0.9415 Epoch 132/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.3099 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2944 - vae_accuracy: 0.8315 - val_loss: 15.6887 - val_vae_accuracy: 0.9416 Epoch 133/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.3904 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3258 - vae_accuracy: 0.8315 - val_loss: 15.6338 - val_vae_accuracy: 0.9416 Epoch 134/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2706 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2929 - vae_accuracy: 0.8316 - val_loss: 15.7321 - val_vae_accuracy: 0.9413 Epoch 135/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2638 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3133 - vae_accuracy: 0.8316 - val_loss: 15.6447 - val_vae_accuracy: 0.9418 Epoch 136/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.0985 - vae_accuracy: 0.8327WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3355 - vae_accuracy: 0.8315 - val_loss: 15.6742 - val_vae_accuracy: 0.9417 Epoch 137/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.3255 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3255 - vae_accuracy: 0.8316 - val_loss: 15.6346 - val_vae_accuracy: 0.9418 Epoch 138/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.5166 - vae_accuracy: 0.8304WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3374 - vae_accuracy: 0.8317 - val_loss: 15.6973 - val_vae_accuracy: 0.9416 Epoch 139/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.3103 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3103 - vae_accuracy: 0.8316 - val_loss: 15.6527 - val_vae_accuracy: 0.9417 Epoch 140/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2972 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3628 - vae_accuracy: 0.8316 - val_loss: 15.7165 - val_vae_accuracy: 0.9417 Epoch 141/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3779 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3096 - vae_accuracy: 0.8317 - val_loss: 15.7072 - val_vae_accuracy: 0.9415 Epoch 142/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3326 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3364 - vae_accuracy: 0.8315 - val_loss: 15.8492 - val_vae_accuracy: 0.9413 Epoch 143/4000 9000/13600 [==================>...........] - ETA: 0s - loss: 24.4721 - vae_accuracy: 0.8307WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3278 - vae_accuracy: 0.8316 - val_loss: 15.5136 - val_vae_accuracy: 0.9418 Epoch 144/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.1021 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2963 - vae_accuracy: 0.8315 - val_loss: 15.6757 - val_vae_accuracy: 0.9415 Epoch 145/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.0971 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3093 - vae_accuracy: 0.8315 - val_loss: 15.6141 - val_vae_accuracy: 0.9419 Epoch 146/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.3083 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2966 - vae_accuracy: 0.8317 - val_loss: 15.7258 - val_vae_accuracy: 0.9415 Epoch 147/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.4559 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2823 - vae_accuracy: 0.8316 - val_loss: 15.6626 - val_vae_accuracy: 0.9418 Epoch 148/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.3423 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3423 - vae_accuracy: 0.8317 - val_loss: 15.8252 - val_vae_accuracy: 0.9413 Epoch 149/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2843 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2843 - vae_accuracy: 0.8316 - val_loss: 15.7220 - val_vae_accuracy: 0.9414 Epoch 150/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.3102 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3120 - vae_accuracy: 0.8316 - val_loss: 15.5789 - val_vae_accuracy: 0.9417 Epoch 151/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.1326 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2940 - vae_accuracy: 0.8316 - val_loss: 15.6979 - val_vae_accuracy: 0.9414 Epoch 152/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.1414 - vae_accuracy: 0.8328WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2847 - vae_accuracy: 0.8316 - val_loss: 15.9117 - val_vae_accuracy: 0.9410 Epoch 153/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.4066 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3310 - vae_accuracy: 0.8317 - val_loss: 15.6643 - val_vae_accuracy: 0.9417 Epoch 154/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3752 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3621 - vae_accuracy: 0.8315 - val_loss: 15.6300 - val_vae_accuracy: 0.9417 Epoch 155/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2566 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2890 - vae_accuracy: 0.8317 - val_loss: 15.6247 - val_vae_accuracy: 0.9417 Epoch 156/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.3630 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3359 - vae_accuracy: 0.8315 - val_loss: 15.7299 - val_vae_accuracy: 0.9413 Epoch 157/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.3197 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3381 - vae_accuracy: 0.8315 - val_loss: 15.7139 - val_vae_accuracy: 0.9417 Epoch 158/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.2782 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3040 - vae_accuracy: 0.8317 - val_loss: 15.6735 - val_vae_accuracy: 0.9416 Epoch 159/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3038 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3279 - vae_accuracy: 0.8317 - val_loss: 15.6913 - val_vae_accuracy: 0.9417 Epoch 160/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2653 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3397 - vae_accuracy: 0.8315 - val_loss: 15.6489 - val_vae_accuracy: 0.9416 Epoch 161/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2716 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3370 - vae_accuracy: 0.8315 - val_loss: 15.6736 - val_vae_accuracy: 0.9415 Epoch 162/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2978 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2797 - vae_accuracy: 0.8317 - val_loss: 15.6594 - val_vae_accuracy: 0.9417 Epoch 163/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.1820 - vae_accuracy: 0.8327WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2875 - vae_accuracy: 0.8316 - val_loss: 15.6302 - val_vae_accuracy: 0.9418 Epoch 164/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1460 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2988 - vae_accuracy: 0.8316 - val_loss: 15.6597 - val_vae_accuracy: 0.9415 Epoch 165/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.0609 - vae_accuracy: 0.8338WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2883 - vae_accuracy: 0.8316 - val_loss: 15.7453 - val_vae_accuracy: 0.9414 Epoch 166/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2899 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2847 - vae_accuracy: 0.8316 - val_loss: 15.5646 - val_vae_accuracy: 0.9418 Epoch 167/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3735 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3491 - vae_accuracy: 0.8316 - val_loss: 15.6915 - val_vae_accuracy: 0.9418 Epoch 168/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2826 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3094 - vae_accuracy: 0.8317 - val_loss: 15.7704 - val_vae_accuracy: 0.9412 Epoch 169/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.4442 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2996 - vae_accuracy: 0.8316 - val_loss: 15.8043 - val_vae_accuracy: 0.9412 Epoch 170/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.4186 - vae_accuracy: 0.8305WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3073 - vae_accuracy: 0.8316 - val_loss: 15.9563 - val_vae_accuracy: 0.9412 Epoch 171/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2007 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3235 - vae_accuracy: 0.8316 - val_loss: 15.5958 - val_vae_accuracy: 0.9417 Epoch 172/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.3020 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3250 - vae_accuracy: 0.8316 - val_loss: 15.5518 - val_vae_accuracy: 0.9418 Epoch 173/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.3423 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3097 - vae_accuracy: 0.8315 - val_loss: 15.8210 - val_vae_accuracy: 0.9412 Epoch 174/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.3056 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3184 - vae_accuracy: 0.8316 - val_loss: 15.6669 - val_vae_accuracy: 0.9417 Epoch 175/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.3715 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3496 - vae_accuracy: 0.8316 - val_loss: 15.6373 - val_vae_accuracy: 0.9417 Epoch 176/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2264 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3075 - vae_accuracy: 0.8317 - val_loss: 15.6118 - val_vae_accuracy: 0.9417 Epoch 177/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.4182 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2968 - vae_accuracy: 0.8316 - val_loss: 15.6541 - val_vae_accuracy: 0.9417 Epoch 178/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.3535 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3047 - vae_accuracy: 0.8316 - val_loss: 15.5582 - val_vae_accuracy: 0.9419 Epoch 179/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.3210 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2746 - vae_accuracy: 0.8316 - val_loss: 15.6664 - val_vae_accuracy: 0.9417 Epoch 180/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.3587 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3301 - vae_accuracy: 0.8315 - val_loss: 15.5695 - val_vae_accuracy: 0.9417 Epoch 181/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.4304 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2699 - vae_accuracy: 0.8317 - val_loss: 15.8206 - val_vae_accuracy: 0.9414 Epoch 182/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.1729 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2925 - vae_accuracy: 0.8316 - val_loss: 15.7639 - val_vae_accuracy: 0.9415 Epoch 183/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.1828 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2877 - vae_accuracy: 0.8315 - val_loss: 15.5174 - val_vae_accuracy: 0.9417 Epoch 184/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2136 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2931 - vae_accuracy: 0.8316 - val_loss: 15.7285 - val_vae_accuracy: 0.9417 Epoch 185/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.4703 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3454 - vae_accuracy: 0.8316 - val_loss: 15.7472 - val_vae_accuracy: 0.9414 Epoch 186/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3226 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3080 - vae_accuracy: 0.8316 - val_loss: 15.7444 - val_vae_accuracy: 0.9413 Epoch 187/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.3505 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3012 - vae_accuracy: 0.8315 - val_loss: 15.6038 - val_vae_accuracy: 0.9417 Epoch 188/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3026 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3116 - vae_accuracy: 0.8315 - val_loss: 15.5783 - val_vae_accuracy: 0.9417 Epoch 189/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2616 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2592 - vae_accuracy: 0.8316 - val_loss: 15.6488 - val_vae_accuracy: 0.9417 Epoch 190/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2828 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2934 - vae_accuracy: 0.8316 - val_loss: 15.5772 - val_vae_accuracy: 0.9417 Epoch 191/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3067 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3201 - vae_accuracy: 0.8317 - val_loss: 15.6513 - val_vae_accuracy: 0.9417 Epoch 192/4000 8900/13600 [==================>...........] - ETA: 0s - loss: 24.2681 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2949 - vae_accuracy: 0.8316 - val_loss: 15.5593 - val_vae_accuracy: 0.9419 Epoch 193/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.3397 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3157 - vae_accuracy: 0.8316 - val_loss: 15.5662 - val_vae_accuracy: 0.9418 Epoch 194/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.5094 - vae_accuracy: 0.8295WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2929 - vae_accuracy: 0.8317 - val_loss: 15.6448 - val_vae_accuracy: 0.9417 Epoch 195/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3232 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2887 - vae_accuracy: 0.8316 - val_loss: 15.5538 - val_vae_accuracy: 0.9418 Epoch 196/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2131 - vae_accuracy: 0.8328WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3035 - vae_accuracy: 0.8317 - val_loss: 15.6816 - val_vae_accuracy: 0.9416 Epoch 197/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.3276 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2952 - vae_accuracy: 0.8316 - val_loss: 15.6021 - val_vae_accuracy: 0.9417 Epoch 198/4000 11800/13600 [=========================>....] - ETA: 0s - loss: 24.2716 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2913 - vae_accuracy: 0.8316 - val_loss: 15.7153 - val_vae_accuracy: 0.9417 Epoch 199/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.3096 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3044 - vae_accuracy: 0.8316 - val_loss: 15.6000 - val_vae_accuracy: 0.9417 Epoch 200/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2969 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2821 - vae_accuracy: 0.8316 - val_loss: 15.5735 - val_vae_accuracy: 0.9417 Epoch 201/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2813 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2906 - vae_accuracy: 0.8315 - val_loss: 16.0379 - val_vae_accuracy: 0.9405 Epoch 202/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.3375 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3097 - vae_accuracy: 0.8316 - val_loss: 15.7860 - val_vae_accuracy: 0.9413 Epoch 203/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.3294 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3255 - vae_accuracy: 0.8316 - val_loss: 15.5857 - val_vae_accuracy: 0.9419 Epoch 204/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.2524 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2650 - vae_accuracy: 0.8317 - val_loss: 15.6041 - val_vae_accuracy: 0.9415 Epoch 205/4000 11400/13600 [========================>.....] - ETA: 0s - loss: 24.3042 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.3233 - vae_accuracy: 0.8315 - val_loss: 15.7183 - val_vae_accuracy: 0.9415 Epoch 206/4000 11300/13600 [=======================>......] - ETA: 0s - loss: 24.3307 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2671 - vae_accuracy: 0.8317 - val_loss: 15.5950 - val_vae_accuracy: 0.9417 Epoch 207/4000 11300/13600 [=======================>......] - ETA: 0s - loss: 24.3727 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2620 - vae_accuracy: 0.8316 - val_loss: 15.6120 - val_vae_accuracy: 0.9416 Epoch 208/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2939 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3099 - vae_accuracy: 0.8316 - val_loss: 15.7259 - val_vae_accuracy: 0.9416 Epoch 209/4000 11200/13600 [=======================>......] - ETA: 0s - loss: 24.3202 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.3075 - vae_accuracy: 0.8316 - val_loss: 15.6145 - val_vae_accuracy: 0.9418 Epoch 210/4000 11100/13600 [=======================>......] - ETA: 0s - loss: 24.2840 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2511 - vae_accuracy: 0.8317 - val_loss: 15.6205 - val_vae_accuracy: 0.9416 Epoch 211/4000 11400/13600 [========================>.....] - ETA: 0s - loss: 24.3183 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.3170 - vae_accuracy: 0.8315 - val_loss: 15.7228 - val_vae_accuracy: 0.9416 Epoch 212/4000 11200/13600 [=======================>......] - ETA: 0s - loss: 24.3266 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2890 - vae_accuracy: 0.8317 - val_loss: 15.6837 - val_vae_accuracy: 0.9415 Epoch 213/4000 11900/13600 [=========================>....] - ETA: 0s - loss: 24.3709 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3122 - vae_accuracy: 0.8315 - val_loss: 15.7597 - val_vae_accuracy: 0.9413 Epoch 214/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.3010 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.3077 - vae_accuracy: 0.8316 - val_loss: 15.8810 - val_vae_accuracy: 0.9412 Epoch 215/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2983 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 16us/sample - loss: 24.2621 - vae_accuracy: 0.8317 - val_loss: 15.7136 - val_vae_accuracy: 0.9414 Epoch 216/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.3836 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3321 - vae_accuracy: 0.8315 - val_loss: 15.7364 - val_vae_accuracy: 0.9414 Epoch 217/4000 11200/13600 [=======================>......] - ETA: 0s - loss: 24.2009 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.3370 - vae_accuracy: 0.8315 - val_loss: 15.7421 - val_vae_accuracy: 0.9414 Epoch 218/4000 11400/13600 [========================>.....] - ETA: 0s - loss: 24.2577 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.3353 - vae_accuracy: 0.8316 - val_loss: 15.6091 - val_vae_accuracy: 0.9417 Epoch 219/4000 11600/13600 [========================>.....] - ETA: 0s - loss: 24.2635 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.3148 - vae_accuracy: 0.8317 - val_loss: 15.5909 - val_vae_accuracy: 0.9418 Epoch 220/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.3084 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3043 - vae_accuracy: 0.8316 - val_loss: 15.5443 - val_vae_accuracy: 0.9419 Epoch 221/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.3247 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2888 - vae_accuracy: 0.8317 - val_loss: 15.6599 - val_vae_accuracy: 0.9417 Epoch 222/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2733 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2803 - vae_accuracy: 0.8317 - val_loss: 15.6675 - val_vae_accuracy: 0.9417 Epoch 223/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.3421 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3312 - vae_accuracy: 0.8316 - val_loss: 15.6923 - val_vae_accuracy: 0.9416 Epoch 224/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2989 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2854 - vae_accuracy: 0.8317 - val_loss: 15.6461 - val_vae_accuracy: 0.9417 Epoch 225/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2465 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2785 - vae_accuracy: 0.8317 - val_loss: 15.7992 - val_vae_accuracy: 0.9413 Epoch 226/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2708 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2665 - vae_accuracy: 0.8316 - val_loss: 15.7511 - val_vae_accuracy: 0.9412 Epoch 227/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2953 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2698 - vae_accuracy: 0.8316 - val_loss: 15.8370 - val_vae_accuracy: 0.9410 Epoch 228/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.2932 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3230 - vae_accuracy: 0.8316 - val_loss: 15.7346 - val_vae_accuracy: 0.9415 Epoch 229/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3411 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3033 - vae_accuracy: 0.8317 - val_loss: 15.7454 - val_vae_accuracy: 0.9413 Epoch 230/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2911 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3023 - vae_accuracy: 0.8315 - val_loss: 15.7199 - val_vae_accuracy: 0.9416 Epoch 231/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3325 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3070 - vae_accuracy: 0.8316 - val_loss: 15.6433 - val_vae_accuracy: 0.9417 Epoch 232/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2500 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2829 - vae_accuracy: 0.8316 - val_loss: 15.6013 - val_vae_accuracy: 0.9417 Epoch 233/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.3341 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2849 - vae_accuracy: 0.8316 - val_loss: 15.5267 - val_vae_accuracy: 0.9418 Epoch 234/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.3175 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3175 - vae_accuracy: 0.8316 - val_loss: 15.5329 - val_vae_accuracy: 0.9419 Epoch 235/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3134 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2825 - vae_accuracy: 0.8316 - val_loss: 15.5411 - val_vae_accuracy: 0.9416 Epoch 236/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.2880 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2571 - vae_accuracy: 0.8316 - val_loss: 15.9417 - val_vae_accuracy: 0.9407 Epoch 237/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.3508 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2981 - vae_accuracy: 0.8316 - val_loss: 15.5637 - val_vae_accuracy: 0.9417 Epoch 238/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.1744 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2633 - vae_accuracy: 0.8316 - val_loss: 15.6214 - val_vae_accuracy: 0.9415 Epoch 239/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2876 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2836 - vae_accuracy: 0.8317 - val_loss: 15.5005 - val_vae_accuracy: 0.9419 Epoch 240/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2769 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2848 - vae_accuracy: 0.8316 - val_loss: 15.6378 - val_vae_accuracy: 0.9416 Epoch 241/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3157 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2793 - vae_accuracy: 0.8317 - val_loss: 15.5797 - val_vae_accuracy: 0.9417 Epoch 242/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3231 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2998 - vae_accuracy: 0.8316 - val_loss: 15.6880 - val_vae_accuracy: 0.9415 Epoch 243/4000 11500/13600 [========================>.....] - ETA: 0s - loss: 24.3958 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2813 - vae_accuracy: 0.8317 - val_loss: 15.7851 - val_vae_accuracy: 0.9412 Epoch 244/4000 11500/13600 [========================>.....] - ETA: 0s - loss: 24.2829 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.3109 - vae_accuracy: 0.8316 - val_loss: 15.6033 - val_vae_accuracy: 0.9416 Epoch 245/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.2394 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3050 - vae_accuracy: 0.8316 - val_loss: 15.6305 - val_vae_accuracy: 0.9418 Epoch 246/4000 11800/13600 [=========================>....] - ETA: 0s - loss: 24.3022 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.3010 - vae_accuracy: 0.8317 - val_loss: 15.7020 - val_vae_accuracy: 0.9415 Epoch 247/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.3224 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2843 - vae_accuracy: 0.8317 - val_loss: 15.6142 - val_vae_accuracy: 0.9418 Epoch 248/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.3706 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3111 - vae_accuracy: 0.8316 - val_loss: 15.5867 - val_vae_accuracy: 0.9417 Epoch 249/4000 12200/13600 [=========================>....] - ETA: 0s - loss: 24.2705 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2784 - vae_accuracy: 0.8317 - val_loss: 15.6526 - val_vae_accuracy: 0.9416 Epoch 250/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.3057 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3011 - vae_accuracy: 0.8316 - val_loss: 15.7880 - val_vae_accuracy: 0.9413 Epoch 251/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2667 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2726 - vae_accuracy: 0.8316 - val_loss: 15.6453 - val_vae_accuracy: 0.9415 Epoch 252/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2726 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3034 - vae_accuracy: 0.8316 - val_loss: 15.7101 - val_vae_accuracy: 0.9414 Epoch 253/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.3198 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3550 - vae_accuracy: 0.8315 - val_loss: 15.7730 - val_vae_accuracy: 0.9415 Epoch 254/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.3421 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3011 - vae_accuracy: 0.8316 - val_loss: 15.6451 - val_vae_accuracy: 0.9416 Epoch 255/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.3242 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3104 - vae_accuracy: 0.8316 - val_loss: 15.7041 - val_vae_accuracy: 0.9415 Epoch 256/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2921 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2867 - vae_accuracy: 0.8316 - val_loss: 15.6844 - val_vae_accuracy: 0.9416 Epoch 257/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.3070 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3070 - vae_accuracy: 0.8315 - val_loss: 15.5424 - val_vae_accuracy: 0.9418 Epoch 258/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2114 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2667 - vae_accuracy: 0.8317 - val_loss: 15.6264 - val_vae_accuracy: 0.9417 Epoch 259/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.3051 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2548 - vae_accuracy: 0.8316 - val_loss: 15.8305 - val_vae_accuracy: 0.9414 Epoch 260/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2392 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3019 - vae_accuracy: 0.8317 - val_loss: 15.8189 - val_vae_accuracy: 0.9412 Epoch 261/4000 12200/13600 [=========================>....] - ETA: 0s - loss: 24.3109 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3126 - vae_accuracy: 0.8316 - val_loss: 15.6675 - val_vae_accuracy: 0.9417 Epoch 262/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.3450 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3005 - vae_accuracy: 0.8316 - val_loss: 15.6079 - val_vae_accuracy: 0.9419 Epoch 263/4000 8900/13600 [==================>...........] - ETA: 0s - loss: 24.4497 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2889 - vae_accuracy: 0.8317 - val_loss: 15.7449 - val_vae_accuracy: 0.9415 Epoch 264/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2817 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2740 - vae_accuracy: 0.8317 - val_loss: 15.5852 - val_vae_accuracy: 0.9416 Epoch 265/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.3070 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2954 - vae_accuracy: 0.8316 - val_loss: 15.7170 - val_vae_accuracy: 0.9415 Epoch 266/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2659 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2408 - vae_accuracy: 0.8317 - val_loss: 15.7573 - val_vae_accuracy: 0.9415 Epoch 267/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3357 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3322 - vae_accuracy: 0.8316 - val_loss: 15.7850 - val_vae_accuracy: 0.9413 Epoch 268/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.3068 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3037 - vae_accuracy: 0.8317 - val_loss: 15.7772 - val_vae_accuracy: 0.9413 Epoch 269/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.3373 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2997 - vae_accuracy: 0.8315 - val_loss: 15.7991 - val_vae_accuracy: 0.9412 Epoch 270/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2854 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2809 - vae_accuracy: 0.8317 - val_loss: 15.5957 - val_vae_accuracy: 0.9416 Epoch 271/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.3514 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2862 - vae_accuracy: 0.8316 - val_loss: 15.5672 - val_vae_accuracy: 0.9417 Epoch 272/4000 10800/13600 [======================>.......] - ETA: 0s - loss: 24.2185 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 15us/sample - loss: 24.2910 - vae_accuracy: 0.8316 - val_loss: 15.7201 - val_vae_accuracy: 0.9413 Epoch 273/4000 11600/13600 [========================>.....] - ETA: 0s - loss: 24.2266 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2965 - vae_accuracy: 0.8316 - val_loss: 15.8145 - val_vae_accuracy: 0.9413 Epoch 274/4000 11900/13600 [=========================>....] - ETA: 0s - loss: 24.2774 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2948 - vae_accuracy: 0.8317 - val_loss: 15.6461 - val_vae_accuracy: 0.9417 Epoch 275/4000 11900/13600 [=========================>....] - ETA: 0s - loss: 24.2359 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2950 - vae_accuracy: 0.8316 - val_loss: 15.6277 - val_vae_accuracy: 0.9417 Epoch 276/4000 11800/13600 [=========================>....] - ETA: 0s - loss: 24.3807 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2705 - vae_accuracy: 0.8317 - val_loss: 15.6770 - val_vae_accuracy: 0.9416 Epoch 277/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.3560 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2948 - vae_accuracy: 0.8316 - val_loss: 15.6128 - val_vae_accuracy: 0.9417 Epoch 278/4000 10700/13600 [======================>.......] - ETA: 0s - loss: 24.2429 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.3041 - vae_accuracy: 0.8315 - val_loss: 15.8473 - val_vae_accuracy: 0.9410 Epoch 279/4000 10800/13600 [======================>.......] - ETA: 0s - loss: 24.1982 - vae_accuracy: 0.8328WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2810 - vae_accuracy: 0.8315 - val_loss: 15.6682 - val_vae_accuracy: 0.9415 Epoch 280/4000 10800/13600 [======================>.......] - ETA: 0s - loss: 24.4401 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.3173 - vae_accuracy: 0.8316 - val_loss: 15.5930 - val_vae_accuracy: 0.9419 Epoch 281/4000 10500/13600 [======================>.......] - ETA: 0s - loss: 24.2826 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.3058 - vae_accuracy: 0.8316 - val_loss: 15.6071 - val_vae_accuracy: 0.9417 Epoch 282/4000 10500/13600 [======================>.......] - ETA: 0s - loss: 24.2424 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2619 - vae_accuracy: 0.8317 - val_loss: 15.7537 - val_vae_accuracy: 0.9416 Epoch 283/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2605 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2991 - vae_accuracy: 0.8317 - val_loss: 15.6833 - val_vae_accuracy: 0.9415 Epoch 284/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.4121 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2897 - vae_accuracy: 0.8317 - val_loss: 15.6786 - val_vae_accuracy: 0.9416 Epoch 285/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.3664 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2703 - vae_accuracy: 0.8317 - val_loss: 15.7311 - val_vae_accuracy: 0.9415 Epoch 286/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2815 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2966 - vae_accuracy: 0.8316 - val_loss: 15.5907 - val_vae_accuracy: 0.9418 Epoch 287/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.3487 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3184 - vae_accuracy: 0.8316 - val_loss: 15.5844 - val_vae_accuracy: 0.9416 Epoch 288/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.3182 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2824 - vae_accuracy: 0.8317 - val_loss: 15.5185 - val_vae_accuracy: 0.9418 Epoch 289/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.2837 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2998 - vae_accuracy: 0.8316 - val_loss: 15.8201 - val_vae_accuracy: 0.9416 Epoch 290/4000 10300/13600 [=====================>........] - ETA: 0s - loss: 24.3132 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.3103 - vae_accuracy: 0.8317 - val_loss: 15.6777 - val_vae_accuracy: 0.9418 Epoch 291/4000 10300/13600 [=====================>........] - ETA: 0s - loss: 24.3072 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2838 - vae_accuracy: 0.8316 - val_loss: 15.5883 - val_vae_accuracy: 0.9416 Epoch 292/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.3958 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2838 - vae_accuracy: 0.8315 - val_loss: 15.5600 - val_vae_accuracy: 0.9417 Epoch 293/4000 10600/13600 [======================>.......] - ETA: 0s - loss: 24.2421 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2572 - vae_accuracy: 0.8317 - val_loss: 15.6843 - val_vae_accuracy: 0.9415 Epoch 294/4000 10800/13600 [======================>.......] - ETA: 0s - loss: 24.3553 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2997 - vae_accuracy: 0.8316 - val_loss: 15.7099 - val_vae_accuracy: 0.9416 Epoch 295/4000 10700/13600 [======================>.......] - ETA: 0s - loss: 24.3177 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2935 - vae_accuracy: 0.8317 - val_loss: 15.6616 - val_vae_accuracy: 0.9414 Epoch 296/4000 10200/13600 [=====================>........] - ETA: 0s - loss: 24.2087 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2726 - vae_accuracy: 0.8316 - val_loss: 15.7914 - val_vae_accuracy: 0.9411 Epoch 297/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.3125 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2220 - vae_accuracy: 0.8317 - val_loss: 15.7156 - val_vae_accuracy: 0.9413 Epoch 298/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.4517 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2728 - vae_accuracy: 0.8316 - val_loss: 15.7164 - val_vae_accuracy: 0.9414 Epoch 299/4000 10100/13600 [=====================>........] - ETA: 0s - loss: 24.1491 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2733 - vae_accuracy: 0.8316 - val_loss: 15.7988 - val_vae_accuracy: 0.9412 Epoch 300/4000 10700/13600 [======================>.......] - ETA: 0s - loss: 24.3487 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.3688 - vae_accuracy: 0.8313 - val_loss: 15.5884 - val_vae_accuracy: 0.9416 Epoch 301/4000 10400/13600 [=====================>........] - ETA: 0s - loss: 24.3494 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2910 - vae_accuracy: 0.8317 - val_loss: 15.7746 - val_vae_accuracy: 0.9413 Epoch 302/4000 10300/13600 [=====================>........] - ETA: 0s - loss: 24.2443 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2785 - vae_accuracy: 0.8317 - val_loss: 15.7127 - val_vae_accuracy: 0.9414 Epoch 303/4000 10300/13600 [=====================>........] - ETA: 0s - loss: 24.2993 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2907 - vae_accuracy: 0.8315 - val_loss: 15.7493 - val_vae_accuracy: 0.9414 Epoch 304/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2950 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2507 - vae_accuracy: 0.8317 - val_loss: 15.5518 - val_vae_accuracy: 0.9416 Epoch 305/4000 12200/13600 [=========================>....] - ETA: 0s - loss: 24.3769 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3072 - vae_accuracy: 0.8316 - val_loss: 15.6124 - val_vae_accuracy: 0.9418 Epoch 306/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.5075 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2896 - vae_accuracy: 0.8316 - val_loss: 15.6642 - val_vae_accuracy: 0.9417 Epoch 307/4000 10200/13600 [=====================>........] - ETA: 0s - loss: 24.3248 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.3099 - vae_accuracy: 0.8317 - val_loss: 15.6798 - val_vae_accuracy: 0.9416 Epoch 308/4000 10100/13600 [=====================>........] - ETA: 0s - loss: 24.2369 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3058 - vae_accuracy: 0.8317 - val_loss: 15.7194 - val_vae_accuracy: 0.9416 Epoch 309/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.3164 - vae_accuracy: 0.8326WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2933 - vae_accuracy: 0.8316 - val_loss: 15.6073 - val_vae_accuracy: 0.9419 Epoch 310/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.5079 - vae_accuracy: 0.8305WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2953 - vae_accuracy: 0.8317 - val_loss: 15.5496 - val_vae_accuracy: 0.9417 Epoch 311/4000 9000/13600 [==================>...........] - ETA: 0s - loss: 24.2576 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3208 - vae_accuracy: 0.8317 - val_loss: 15.6642 - val_vae_accuracy: 0.9418 Epoch 312/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.4570 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2941 - vae_accuracy: 0.8317 - val_loss: 15.8454 - val_vae_accuracy: 0.9411 Epoch 313/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2194 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2760 - vae_accuracy: 0.8316 - val_loss: 15.7290 - val_vae_accuracy: 0.9413 Epoch 314/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.3704 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2963 - vae_accuracy: 0.8316 - val_loss: 15.6804 - val_vae_accuracy: 0.9415 Epoch 315/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2229 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3276 - vae_accuracy: 0.8316 - val_loss: 15.7596 - val_vae_accuracy: 0.9414 Epoch 316/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2657 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2739 - vae_accuracy: 0.8316 - val_loss: 15.7515 - val_vae_accuracy: 0.9414 Epoch 317/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.4701 - vae_accuracy: 0.8304WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3125 - vae_accuracy: 0.8317 - val_loss: 15.7593 - val_vae_accuracy: 0.9415 Epoch 318/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2752 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2831 - vae_accuracy: 0.8317 - val_loss: 15.6705 - val_vae_accuracy: 0.9413 Epoch 319/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.3402 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3062 - vae_accuracy: 0.8316 - val_loss: 15.9502 - val_vae_accuracy: 0.9409 Epoch 320/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2583 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2709 - vae_accuracy: 0.8316 - val_loss: 15.6737 - val_vae_accuracy: 0.9415 Epoch 321/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.3468 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3345 - vae_accuracy: 0.8316 - val_loss: 15.6173 - val_vae_accuracy: 0.9416 Epoch 322/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.2460 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2595 - vae_accuracy: 0.8316 - val_loss: 15.6327 - val_vae_accuracy: 0.9414 Epoch 323/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2955 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2988 - vae_accuracy: 0.8315 - val_loss: 15.5714 - val_vae_accuracy: 0.9417 Epoch 324/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.1986 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2363 - vae_accuracy: 0.8317 - val_loss: 15.6676 - val_vae_accuracy: 0.9416 Epoch 325/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2980 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3211 - vae_accuracy: 0.8315 - val_loss: 15.6829 - val_vae_accuracy: 0.9416 Epoch 326/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.3017 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3101 - vae_accuracy: 0.8316 - val_loss: 15.7332 - val_vae_accuracy: 0.9414 Epoch 327/4000 8900/13600 [==================>...........] - ETA: 0s - loss: 24.2607 - vae_accuracy: 0.8329WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2834 - vae_accuracy: 0.8316 - val_loss: 15.6346 - val_vae_accuracy: 0.9416 Epoch 328/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.3507 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3429 - vae_accuracy: 0.8315 - val_loss: 15.7447 - val_vae_accuracy: 0.9415 Epoch 329/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.4052 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.4101 - vae_accuracy: 0.8314 - val_loss: 15.6624 - val_vae_accuracy: 0.9417 Epoch 330/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.1136 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3091 - vae_accuracy: 0.8316 - val_loss: 15.5925 - val_vae_accuracy: 0.9419 Epoch 331/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2729 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2729 - vae_accuracy: 0.8316 - val_loss: 15.6358 - val_vae_accuracy: 0.9416 Epoch 332/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2608 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2742 - vae_accuracy: 0.8316 - val_loss: 15.6458 - val_vae_accuracy: 0.9415 Epoch 333/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3544 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3229 - vae_accuracy: 0.8315 - val_loss: 15.7320 - val_vae_accuracy: 0.9416 Epoch 334/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2601 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2626 - vae_accuracy: 0.8316 - val_loss: 15.5183 - val_vae_accuracy: 0.9419 Epoch 335/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2747 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2919 - vae_accuracy: 0.8316 - val_loss: 15.6318 - val_vae_accuracy: 0.9416 Epoch 336/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2925 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2921 - vae_accuracy: 0.8316 - val_loss: 15.7130 - val_vae_accuracy: 0.9415 Epoch 337/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.3218 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2468 - vae_accuracy: 0.8317 - val_loss: 15.6335 - val_vae_accuracy: 0.9415 Epoch 338/4000 12000/13600 [=========================>....] - ETA: 0s - loss: 24.1701 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2482 - vae_accuracy: 0.8315 - val_loss: 15.5846 - val_vae_accuracy: 0.9416 Epoch 339/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.3962 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2748 - vae_accuracy: 0.8316 - val_loss: 15.7162 - val_vae_accuracy: 0.9414 Epoch 340/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3437 - vae_accuracy: 0.8304WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2912 - vae_accuracy: 0.8316 - val_loss: 15.5743 - val_vae_accuracy: 0.9418 Epoch 341/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2669 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2784 - vae_accuracy: 0.8317 - val_loss: 15.6725 - val_vae_accuracy: 0.9416 Epoch 342/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3249 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2940 - vae_accuracy: 0.8316 - val_loss: 15.6147 - val_vae_accuracy: 0.9415 Epoch 343/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.3079 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3063 - vae_accuracy: 0.8315 - val_loss: 15.5707 - val_vae_accuracy: 0.9417 Epoch 344/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3373 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3301 - vae_accuracy: 0.8315 - val_loss: 15.6916 - val_vae_accuracy: 0.9416 Epoch 345/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2487 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3190 - vae_accuracy: 0.8316 - val_loss: 15.5459 - val_vae_accuracy: 0.9418 Epoch 346/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2344 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2923 - vae_accuracy: 0.8316 - val_loss: 15.4983 - val_vae_accuracy: 0.9419 Epoch 347/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.3101 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2663 - vae_accuracy: 0.8318 - val_loss: 15.8626 - val_vae_accuracy: 0.9413 Epoch 348/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.3540 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3081 - vae_accuracy: 0.8316 - val_loss: 15.5313 - val_vae_accuracy: 0.9418 Epoch 349/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2834 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2933 - vae_accuracy: 0.8317 - val_loss: 15.5636 - val_vae_accuracy: 0.9419 Epoch 350/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2664 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2505 - vae_accuracy: 0.8316 - val_loss: 15.6160 - val_vae_accuracy: 0.9417 Epoch 351/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2559 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2675 - vae_accuracy: 0.8316 - val_loss: 15.7388 - val_vae_accuracy: 0.9413 Epoch 352/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.3106 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2855 - vae_accuracy: 0.8316 - val_loss: 15.7194 - val_vae_accuracy: 0.9414 Epoch 353/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.3690 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3225 - vae_accuracy: 0.8316 - val_loss: 15.7411 - val_vae_accuracy: 0.9417 Epoch 354/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.3227 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3047 - vae_accuracy: 0.8316 - val_loss: 15.5342 - val_vae_accuracy: 0.9417 Epoch 355/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2142 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2742 - vae_accuracy: 0.8316 - val_loss: 15.7258 - val_vae_accuracy: 0.9414 Epoch 356/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.4267 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3058 - vae_accuracy: 0.8317 - val_loss: 15.6143 - val_vae_accuracy: 0.9419 Epoch 357/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2590 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2589 - vae_accuracy: 0.8317 - val_loss: 15.6361 - val_vae_accuracy: 0.9415 Epoch 358/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2745 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2771 - vae_accuracy: 0.8317 - val_loss: 15.6046 - val_vae_accuracy: 0.9417 Epoch 359/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.3588 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3168 - vae_accuracy: 0.8316 - val_loss: 15.6412 - val_vae_accuracy: 0.9417 Epoch 360/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.3197 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3232 - vae_accuracy: 0.8316 - val_loss: 15.7900 - val_vae_accuracy: 0.9415 Epoch 361/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2487 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3222 - vae_accuracy: 0.8317 - val_loss: 15.7138 - val_vae_accuracy: 0.9417 Epoch 362/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.3883 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3023 - vae_accuracy: 0.8317 - val_loss: 15.7365 - val_vae_accuracy: 0.9415 Epoch 363/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2677 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2721 - vae_accuracy: 0.8316 - val_loss: 15.5239 - val_vae_accuracy: 0.9418 Epoch 364/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.3189 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2945 - vae_accuracy: 0.8315 - val_loss: 15.7028 - val_vae_accuracy: 0.9414 Epoch 365/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2834 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3054 - vae_accuracy: 0.8315 - val_loss: 15.6644 - val_vae_accuracy: 0.9416 Epoch 366/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2415 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2686 - vae_accuracy: 0.8317 - val_loss: 15.6019 - val_vae_accuracy: 0.9418 Epoch 367/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.2535 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2847 - vae_accuracy: 0.8316 - val_loss: 15.8369 - val_vae_accuracy: 0.9411 Epoch 368/4000 10500/13600 [======================>.......] - ETA: 0s - loss: 24.1799 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 16us/sample - loss: 24.2313 - vae_accuracy: 0.8317 - val_loss: 15.8161 - val_vae_accuracy: 0.9414 Epoch 369/4000 11200/13600 [=======================>......] - ETA: 0s - loss: 24.2178 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2818 - vae_accuracy: 0.8316 - val_loss: 15.6894 - val_vae_accuracy: 0.9416 Epoch 370/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.3226 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2763 - vae_accuracy: 0.8317 - val_loss: 15.5677 - val_vae_accuracy: 0.9420 Epoch 371/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3289 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3002 - vae_accuracy: 0.8317 - val_loss: 15.6741 - val_vae_accuracy: 0.9414 Epoch 372/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2435 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2643 - vae_accuracy: 0.8315 - val_loss: 15.6434 - val_vae_accuracy: 0.9415 Epoch 373/4000 8900/13600 [==================>...........] - ETA: 0s - loss: 24.2874 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2749 - vae_accuracy: 0.8316 - val_loss: 15.6333 - val_vae_accuracy: 0.9417 Epoch 374/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.3812 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2988 - vae_accuracy: 0.8316 - val_loss: 15.7189 - val_vae_accuracy: 0.9416 Epoch 375/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.1621 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 15.479249636332193 to: 15.453263388739693 saving models 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2587 - vae_accuracy: 0.8317 - val_loss: 15.4533 - val_vae_accuracy: 0.9418 Epoch 376/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2874 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2483 - vae_accuracy: 0.8316 - val_loss: 15.6857 - val_vae_accuracy: 0.9414 Epoch 377/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.3246 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2960 - vae_accuracy: 0.8316 - val_loss: 15.6960 - val_vae_accuracy: 0.9417 Epoch 378/4000 11000/13600 [=======================>......] - ETA: 0s - loss: 24.2836 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.3168 - vae_accuracy: 0.8317 - val_loss: 15.6392 - val_vae_accuracy: 0.9417 Epoch 379/4000 11500/13600 [========================>.....] - ETA: 0s - loss: 24.2413 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2701 - vae_accuracy: 0.8317 - val_loss: 15.7107 - val_vae_accuracy: 0.9416 Epoch 380/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.3244 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2848 - vae_accuracy: 0.8317 - val_loss: 15.6271 - val_vae_accuracy: 0.9417 Epoch 381/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2560 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2588 - vae_accuracy: 0.8316 - val_loss: 15.7561 - val_vae_accuracy: 0.9413 Epoch 382/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.3597 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3072 - vae_accuracy: 0.8316 - val_loss: 15.5217 - val_vae_accuracy: 0.9418 Epoch 383/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2870 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2914 - vae_accuracy: 0.8316 - val_loss: 15.6423 - val_vae_accuracy: 0.9419 Epoch 384/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3487 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2827 - vae_accuracy: 0.8317 - val_loss: 15.5971 - val_vae_accuracy: 0.9417 Epoch 385/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.1751 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2424 - vae_accuracy: 0.8317 - val_loss: 15.8260 - val_vae_accuracy: 0.9410 Epoch 386/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.3091 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2923 - vae_accuracy: 0.8315 - val_loss: 15.6603 - val_vae_accuracy: 0.9416 Epoch 387/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2962 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2601 - vae_accuracy: 0.8317 - val_loss: 15.7048 - val_vae_accuracy: 0.9414 Epoch 388/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.3493 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2888 - vae_accuracy: 0.8316 - val_loss: 15.6370 - val_vae_accuracy: 0.9417 Epoch 389/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.3464 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2969 - vae_accuracy: 0.8316 - val_loss: 15.8350 - val_vae_accuracy: 0.9414 Epoch 390/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3036 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2901 - vae_accuracy: 0.8317 - val_loss: 15.7761 - val_vae_accuracy: 0.9416 Epoch 391/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2193 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2393 - vae_accuracy: 0.8317 - val_loss: 15.5464 - val_vae_accuracy: 0.9418 Epoch 392/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.3111 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2821 - vae_accuracy: 0.8316 - val_loss: 15.8142 - val_vae_accuracy: 0.9412 Epoch 393/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2482 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2837 - vae_accuracy: 0.8317 - val_loss: 15.6350 - val_vae_accuracy: 0.9415 Epoch 394/4000 11600/13600 [========================>.....] - ETA: 0s - loss: 24.2837 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2804 - vae_accuracy: 0.8316 - val_loss: 15.7262 - val_vae_accuracy: 0.9414 Epoch 395/4000 11000/13600 [=======================>......] - ETA: 0s - loss: 24.2707 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2584 - vae_accuracy: 0.8317 - val_loss: 15.6203 - val_vae_accuracy: 0.9414 Epoch 396/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2782 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2511 - vae_accuracy: 0.8317 - val_loss: 15.7854 - val_vae_accuracy: 0.9415 Epoch 397/4000 12200/13600 [=========================>....] - ETA: 0s - loss: 24.3221 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2843 - vae_accuracy: 0.8317 - val_loss: 15.5774 - val_vae_accuracy: 0.9418 Epoch 398/4000 11800/13600 [=========================>....] - ETA: 0s - loss: 24.3532 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2585 - vae_accuracy: 0.8317 - val_loss: 15.5830 - val_vae_accuracy: 0.9416 Epoch 399/4000 12000/13600 [=========================>....] - ETA: 0s - loss: 24.2178 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2993 - vae_accuracy: 0.8315 - val_loss: 15.6740 - val_vae_accuracy: 0.9417 Epoch 400/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.3062 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3083 - vae_accuracy: 0.8317 - val_loss: 15.9060 - val_vae_accuracy: 0.9413 Epoch 401/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2425 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2556 - vae_accuracy: 0.8317 - val_loss: 15.5755 - val_vae_accuracy: 0.9417 Epoch 402/4000 11500/13600 [========================>.....] - ETA: 0s - loss: 24.2776 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2894 - vae_accuracy: 0.8317 - val_loss: 15.6983 - val_vae_accuracy: 0.9419 Epoch 403/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.3158 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3158 - vae_accuracy: 0.8317 - val_loss: 15.6986 - val_vae_accuracy: 0.9416 Epoch 404/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2760 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3023 - vae_accuracy: 0.8316 - val_loss: 15.6963 - val_vae_accuracy: 0.9415 Epoch 405/4000 11200/13600 [=======================>......] - ETA: 0s - loss: 24.2703 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2440 - vae_accuracy: 0.8317 - val_loss: 15.6888 - val_vae_accuracy: 0.9418 Epoch 406/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2813 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2738 - vae_accuracy: 0.8317 - val_loss: 15.7241 - val_vae_accuracy: 0.9414 Epoch 407/4000 11300/13600 [=======================>......] - ETA: 0s - loss: 24.2926 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2708 - vae_accuracy: 0.8316 - val_loss: 15.7342 - val_vae_accuracy: 0.9415 Epoch 408/4000 11900/13600 [=========================>....] - ETA: 0s - loss: 24.2348 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2626 - vae_accuracy: 0.8317 - val_loss: 15.6598 - val_vae_accuracy: 0.9415 Epoch 409/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3156 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3282 - vae_accuracy: 0.8316 - val_loss: 15.7594 - val_vae_accuracy: 0.9414 Epoch 410/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2552 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3002 - vae_accuracy: 0.8316 - val_loss: 15.8742 - val_vae_accuracy: 0.9411 Epoch 411/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.3171 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2732 - vae_accuracy: 0.8316 - val_loss: 15.6839 - val_vae_accuracy: 0.9416 Epoch 412/4000 11400/13600 [========================>.....] - ETA: 0s - loss: 24.2598 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2741 - vae_accuracy: 0.8317 - val_loss: 15.6474 - val_vae_accuracy: 0.9419 Epoch 413/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2009 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2899 - vae_accuracy: 0.8316 - val_loss: 15.7036 - val_vae_accuracy: 0.9415 Epoch 414/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.1065 - vae_accuracy: 0.8326WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2419 - vae_accuracy: 0.8317 - val_loss: 15.6713 - val_vae_accuracy: 0.9416 Epoch 415/4000 12000/13600 [=========================>....] - ETA: 0s - loss: 24.2485 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2501 - vae_accuracy: 0.8316 - val_loss: 15.6683 - val_vae_accuracy: 0.9415 Epoch 416/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3492 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3100 - vae_accuracy: 0.8317 - val_loss: 15.6056 - val_vae_accuracy: 0.9416 Epoch 417/4000 12200/13600 [=========================>....] - ETA: 0s - loss: 24.2338 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3065 - vae_accuracy: 0.8316 - val_loss: 15.7563 - val_vae_accuracy: 0.9414 Epoch 418/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2885 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2789 - vae_accuracy: 0.8316 - val_loss: 15.6985 - val_vae_accuracy: 0.9413 Epoch 419/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.2871 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2628 - vae_accuracy: 0.8316 - val_loss: 15.7797 - val_vae_accuracy: 0.9414 Epoch 420/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2986 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2923 - vae_accuracy: 0.8317 - val_loss: 15.8755 - val_vae_accuracy: 0.9412 Epoch 421/4000 11900/13600 [=========================>....] - ETA: 0s - loss: 24.3058 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2335 - vae_accuracy: 0.8317 - val_loss: 15.6691 - val_vae_accuracy: 0.9417 Epoch 422/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2119 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2340 - vae_accuracy: 0.8318 - val_loss: 15.6364 - val_vae_accuracy: 0.9417 Epoch 423/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2468 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2580 - vae_accuracy: 0.8316 - val_loss: 15.4556 - val_vae_accuracy: 0.9420 Epoch 424/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2496 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2888 - vae_accuracy: 0.8317 - val_loss: 15.6235 - val_vae_accuracy: 0.9416 Epoch 425/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.2759 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2875 - vae_accuracy: 0.8316 - val_loss: 15.7453 - val_vae_accuracy: 0.9414 Epoch 426/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2790 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2738 - vae_accuracy: 0.8316 - val_loss: 15.7320 - val_vae_accuracy: 0.9413 Epoch 427/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.2259 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2986 - vae_accuracy: 0.8316 - val_loss: 15.5529 - val_vae_accuracy: 0.9417 Epoch 428/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.3356 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3271 - vae_accuracy: 0.8316 - val_loss: 15.6472 - val_vae_accuracy: 0.9417 Epoch 429/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2782 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2738 - vae_accuracy: 0.8317 - val_loss: 15.6805 - val_vae_accuracy: 0.9417 Epoch 430/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3445 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3265 - vae_accuracy: 0.8315 - val_loss: 15.5880 - val_vae_accuracy: 0.9417 Epoch 431/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.3273 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3149 - vae_accuracy: 0.8315 - val_loss: 15.6232 - val_vae_accuracy: 0.9416 Epoch 432/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2706 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2603 - vae_accuracy: 0.8317 - val_loss: 15.6457 - val_vae_accuracy: 0.9415 Epoch 433/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3038 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3002 - vae_accuracy: 0.8316 - val_loss: 15.7066 - val_vae_accuracy: 0.9416 Epoch 434/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2662 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2755 - vae_accuracy: 0.8316 - val_loss: 15.6084 - val_vae_accuracy: 0.9417 Epoch 435/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2694 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2842 - vae_accuracy: 0.8316 - val_loss: 15.7498 - val_vae_accuracy: 0.9414 Epoch 436/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.1973 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2793 - vae_accuracy: 0.8317 - val_loss: 15.5992 - val_vae_accuracy: 0.9417 Epoch 437/4000 12000/13600 [=========================>....] - ETA: 0s - loss: 24.3748 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3193 - vae_accuracy: 0.8316 - val_loss: 15.7124 - val_vae_accuracy: 0.9415 Epoch 438/4000 11300/13600 [=======================>......] - ETA: 0s - loss: 24.3595 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2846 - vae_accuracy: 0.8316 - val_loss: 15.8407 - val_vae_accuracy: 0.9411 Epoch 439/4000 11800/13600 [=========================>....] - ETA: 0s - loss: 24.3667 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2954 - vae_accuracy: 0.8316 - val_loss: 15.7928 - val_vae_accuracy: 0.9413 Epoch 440/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2532 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2538 - vae_accuracy: 0.8316 - val_loss: 15.5610 - val_vae_accuracy: 0.9417 Epoch 441/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2247 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2790 - vae_accuracy: 0.8317 - val_loss: 15.6419 - val_vae_accuracy: 0.9417 Epoch 442/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2421 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2374 - vae_accuracy: 0.8316 - val_loss: 15.5919 - val_vae_accuracy: 0.9417 Epoch 443/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2719 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2719 - vae_accuracy: 0.8317 - val_loss: 15.6893 - val_vae_accuracy: 0.9415 Epoch 444/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2638 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2922 - vae_accuracy: 0.8316 - val_loss: 15.7162 - val_vae_accuracy: 0.9416 Epoch 445/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2787 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3094 - vae_accuracy: 0.8317 - val_loss: 15.6205 - val_vae_accuracy: 0.9417 Epoch 446/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2720 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3047 - vae_accuracy: 0.8316 - val_loss: 15.6724 - val_vae_accuracy: 0.9416 Epoch 447/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2460 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2489 - vae_accuracy: 0.8317 - val_loss: 15.7489 - val_vae_accuracy: 0.9415 Epoch 448/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2461 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2657 - vae_accuracy: 0.8317 - val_loss: 15.6209 - val_vae_accuracy: 0.9416 Epoch 449/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2705 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2458 - vae_accuracy: 0.8316 - val_loss: 15.8368 - val_vae_accuracy: 0.9413 Epoch 450/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.2146 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2682 - vae_accuracy: 0.8316 - val_loss: 15.5709 - val_vae_accuracy: 0.9417 Epoch 451/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2473 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2555 - vae_accuracy: 0.8316 - val_loss: 15.8028 - val_vae_accuracy: 0.9414 Epoch 452/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.2710 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2789 - vae_accuracy: 0.8316 - val_loss: 15.6279 - val_vae_accuracy: 0.9416 Epoch 453/4000 12200/13600 [=========================>....] - ETA: 0s - loss: 24.2842 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2777 - vae_accuracy: 0.8316 - val_loss: 15.6947 - val_vae_accuracy: 0.9416 Epoch 454/4000 12000/13600 [=========================>....] - ETA: 0s - loss: 24.2541 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2706 - vae_accuracy: 0.8316 - val_loss: 15.6950 - val_vae_accuracy: 0.9412 Epoch 455/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.2784 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3068 - vae_accuracy: 0.8315 - val_loss: 15.6141 - val_vae_accuracy: 0.9417 Epoch 456/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.2745 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3130 - vae_accuracy: 0.8315 - val_loss: 15.7753 - val_vae_accuracy: 0.9413 Epoch 457/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.3237 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2884 - vae_accuracy: 0.8316 - val_loss: 15.6845 - val_vae_accuracy: 0.9415 Epoch 458/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.3764 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3220 - vae_accuracy: 0.8316 - val_loss: 15.7209 - val_vae_accuracy: 0.9416 Epoch 459/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2672 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2703 - vae_accuracy: 0.8316 - val_loss: 15.7464 - val_vae_accuracy: 0.9415 Epoch 460/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2480 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2446 - vae_accuracy: 0.8317 - val_loss: 15.6087 - val_vae_accuracy: 0.9419 Epoch 461/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3496 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2661 - vae_accuracy: 0.8317 - val_loss: 15.8859 - val_vae_accuracy: 0.9409 Epoch 462/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3222 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3429 - vae_accuracy: 0.8314 - val_loss: 15.5991 - val_vae_accuracy: 0.9417 Epoch 463/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2288 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2938 - vae_accuracy: 0.8316 - val_loss: 15.6166 - val_vae_accuracy: 0.9417 Epoch 464/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3123 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3016 - vae_accuracy: 0.8316 - val_loss: 15.6303 - val_vae_accuracy: 0.9415 Epoch 465/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2764 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2763 - vae_accuracy: 0.8317 - val_loss: 15.6959 - val_vae_accuracy: 0.9415 Epoch 466/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2450 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2523 - vae_accuracy: 0.8316 - val_loss: 15.6379 - val_vae_accuracy: 0.9417 Epoch 467/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.3092 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3092 - vae_accuracy: 0.8317 - val_loss: 15.7091 - val_vae_accuracy: 0.9418 Epoch 468/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2891 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2897 - vae_accuracy: 0.8316 - val_loss: 15.9304 - val_vae_accuracy: 0.9411 Epoch 469/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2649 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2727 - vae_accuracy: 0.8317 - val_loss: 15.7421 - val_vae_accuracy: 0.9414 Epoch 470/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2778 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2778 - vae_accuracy: 0.8316 - val_loss: 15.7487 - val_vae_accuracy: 0.9415 Epoch 471/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3242 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3185 - vae_accuracy: 0.8316 - val_loss: 15.5617 - val_vae_accuracy: 0.9418 Epoch 472/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2887 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3078 - vae_accuracy: 0.8315 - val_loss: 15.6825 - val_vae_accuracy: 0.9413 Epoch 473/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2781 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2822 - vae_accuracy: 0.8316 - val_loss: 15.6513 - val_vae_accuracy: 0.9415 Epoch 474/4000 11000/13600 [=======================>......] - ETA: 0s - loss: 24.3121 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2986 - vae_accuracy: 0.8316 - val_loss: 15.6762 - val_vae_accuracy: 0.9417 Epoch 475/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.2644 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2522 - vae_accuracy: 0.8317 - val_loss: 15.7110 - val_vae_accuracy: 0.9415 Epoch 476/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2927 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3012 - vae_accuracy: 0.8316 - val_loss: 15.5861 - val_vae_accuracy: 0.9418 Epoch 477/4000 11700/13600 [========================>.....] - ETA: 0s - loss: 24.2767 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2907 - vae_accuracy: 0.8316 - val_loss: 15.7278 - val_vae_accuracy: 0.9413 Epoch 478/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2481 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2628 - vae_accuracy: 0.8316 - val_loss: 15.8652 - val_vae_accuracy: 0.9411 Epoch 479/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.1766 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2344 - vae_accuracy: 0.8316 - val_loss: 15.5477 - val_vae_accuracy: 0.9417 Epoch 480/4000 12200/13600 [=========================>....] - ETA: 0s - loss: 24.3011 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2723 - vae_accuracy: 0.8315 - val_loss: 15.8178 - val_vae_accuracy: 0.9411 Epoch 481/4000 12200/13600 [=========================>....] - ETA: 0s - loss: 24.3171 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2941 - vae_accuracy: 0.8317 - val_loss: 15.7363 - val_vae_accuracy: 0.9415 Epoch 482/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2604 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2946 - vae_accuracy: 0.8315 - val_loss: 15.6780 - val_vae_accuracy: 0.9414 Epoch 483/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.2965 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2833 - vae_accuracy: 0.8317 - val_loss: 15.7515 - val_vae_accuracy: 0.9415 Epoch 484/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2672 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3004 - vae_accuracy: 0.8316 - val_loss: 15.8298 - val_vae_accuracy: 0.9411 Epoch 485/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.3389 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3017 - vae_accuracy: 0.8317 - val_loss: 15.6582 - val_vae_accuracy: 0.9416 Epoch 486/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2905 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2662 - vae_accuracy: 0.8316 - val_loss: 15.6030 - val_vae_accuracy: 0.9415 Epoch 487/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2871 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2728 - vae_accuracy: 0.8316 - val_loss: 15.7952 - val_vae_accuracy: 0.9412 Epoch 488/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.3061 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3265 - vae_accuracy: 0.8316 - val_loss: 15.6988 - val_vae_accuracy: 0.9416 Epoch 489/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.3106 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3021 - vae_accuracy: 0.8316 - val_loss: 15.7787 - val_vae_accuracy: 0.9412 Epoch 490/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2190 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2353 - vae_accuracy: 0.8316 - val_loss: 15.6686 - val_vae_accuracy: 0.9413 Epoch 491/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2494 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3091 - vae_accuracy: 0.8316 - val_loss: 15.8116 - val_vae_accuracy: 0.9413 Epoch 492/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2754 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2926 - vae_accuracy: 0.8316 - val_loss: 15.6772 - val_vae_accuracy: 0.9416 Epoch 493/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2587 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2751 - vae_accuracy: 0.8316 - val_loss: 15.6437 - val_vae_accuracy: 0.9415 Epoch 494/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2873 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2850 - vae_accuracy: 0.8316 - val_loss: 15.6132 - val_vae_accuracy: 0.9418 Epoch 495/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2310 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2814 - vae_accuracy: 0.8318 - val_loss: 15.5849 - val_vae_accuracy: 0.9417 Epoch 496/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2948 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2701 - vae_accuracy: 0.8316 - val_loss: 15.9166 - val_vae_accuracy: 0.9410 Epoch 497/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2197 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2467 - vae_accuracy: 0.8317 - val_loss: 15.7895 - val_vae_accuracy: 0.9413 Epoch 498/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2861 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3068 - vae_accuracy: 0.8317 - val_loss: 15.6720 - val_vae_accuracy: 0.9417 Epoch 499/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2003 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2639 - vae_accuracy: 0.8317 - val_loss: 15.6187 - val_vae_accuracy: 0.9416 Epoch 500/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2879 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2756 - vae_accuracy: 0.8316 - val_loss: 15.7022 - val_vae_accuracy: 0.9416 Epoch 501/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.3591 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2862 - vae_accuracy: 0.8317 - val_loss: 15.6857 - val_vae_accuracy: 0.9415 Epoch 502/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2799 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2872 - vae_accuracy: 0.8316 - val_loss: 15.6003 - val_vae_accuracy: 0.9415 Epoch 503/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.3225 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3256 - vae_accuracy: 0.8317 - val_loss: 15.7806 - val_vae_accuracy: 0.9413 Epoch 504/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2020 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2327 - vae_accuracy: 0.8316 - val_loss: 15.8446 - val_vae_accuracy: 0.9412 Epoch 505/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.1975 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2655 - vae_accuracy: 0.8316 - val_loss: 15.7821 - val_vae_accuracy: 0.9413 Epoch 506/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2015 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2445 - vae_accuracy: 0.8316 - val_loss: 15.6388 - val_vae_accuracy: 0.9415 Epoch 507/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2816 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2813 - vae_accuracy: 0.8317 - val_loss: 15.6180 - val_vae_accuracy: 0.9415 Epoch 508/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.3041 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2325 - vae_accuracy: 0.8316 - val_loss: 15.5253 - val_vae_accuracy: 0.9417 Epoch 509/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.1810 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2510 - vae_accuracy: 0.8316 - val_loss: 15.6253 - val_vae_accuracy: 0.9416 Epoch 510/4000 11800/13600 [=========================>....] - ETA: 0s - loss: 24.2634 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2793 - vae_accuracy: 0.8317 - val_loss: 15.6419 - val_vae_accuracy: 0.9417 Epoch 511/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.3208 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2455 - vae_accuracy: 0.8317 - val_loss: 15.7024 - val_vae_accuracy: 0.9416 Epoch 512/4000 11800/13600 [=========================>....] - ETA: 0s - loss: 24.2923 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2786 - vae_accuracy: 0.8317 - val_loss: 15.6993 - val_vae_accuracy: 0.9414 Epoch 513/4000 12200/13600 [=========================>....] - ETA: 0s - loss: 24.2684 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2769 - vae_accuracy: 0.8315 - val_loss: 15.5110 - val_vae_accuracy: 0.9416 Epoch 514/4000 12000/13600 [=========================>....] - ETA: 0s - loss: 24.3255 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2622 - vae_accuracy: 0.8316 - val_loss: 15.7318 - val_vae_accuracy: 0.9414 Epoch 515/4000 11900/13600 [=========================>....] - ETA: 0s - loss: 24.1609 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.3092 - vae_accuracy: 0.8315 - val_loss: 15.6734 - val_vae_accuracy: 0.9416 Epoch 516/4000 11900/13600 [=========================>....] - ETA: 0s - loss: 24.1914 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2799 - vae_accuracy: 0.8316 - val_loss: 15.7100 - val_vae_accuracy: 0.9417 Epoch 517/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3019 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3145 - vae_accuracy: 0.8315 - val_loss: 15.7272 - val_vae_accuracy: 0.9413 Epoch 518/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2913 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3002 - vae_accuracy: 0.8316 - val_loss: 15.7598 - val_vae_accuracy: 0.9413 Epoch 519/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.3100 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2900 - vae_accuracy: 0.8316 - val_loss: 15.6276 - val_vae_accuracy: 0.9417 Epoch 520/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.2707 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2509 - vae_accuracy: 0.8316 - val_loss: 15.4724 - val_vae_accuracy: 0.9419 Epoch 521/4000 12200/13600 [=========================>....] - ETA: 0s - loss: 24.3574 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2587 - vae_accuracy: 0.8316 - val_loss: 15.5458 - val_vae_accuracy: 0.9417 Epoch 522/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.2505 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2800 - vae_accuracy: 0.8316 - val_loss: 15.7643 - val_vae_accuracy: 0.9414 Epoch 523/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2854 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2854 - vae_accuracy: 0.8316 - val_loss: 15.6057 - val_vae_accuracy: 0.9416 Epoch 524/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2902 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2734 - vae_accuracy: 0.8317 - val_loss: 15.5963 - val_vae_accuracy: 0.9417 Epoch 525/4000 12200/13600 [=========================>....] - ETA: 0s - loss: 24.2277 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2788 - vae_accuracy: 0.8317 - val_loss: 15.7769 - val_vae_accuracy: 0.9413 Epoch 526/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2334 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2315 - vae_accuracy: 0.8317 - val_loss: 15.5972 - val_vae_accuracy: 0.9417 Epoch 527/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.3046 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2812 - vae_accuracy: 0.8318 - val_loss: 15.5658 - val_vae_accuracy: 0.9420 Epoch 528/4000 12200/13600 [=========================>....] - ETA: 0s - loss: 24.2605 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2990 - vae_accuracy: 0.8317 - val_loss: 15.7821 - val_vae_accuracy: 0.9412 Epoch 529/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.3173 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2659 - vae_accuracy: 0.8316 - val_loss: 15.6223 - val_vae_accuracy: 0.9414 Epoch 530/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2191 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2506 - vae_accuracy: 0.8316 - val_loss: 15.9200 - val_vae_accuracy: 0.9410 Epoch 531/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.3031 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3085 - vae_accuracy: 0.8316 - val_loss: 15.6028 - val_vae_accuracy: 0.9419 Epoch 532/4000 12200/13600 [=========================>....] - ETA: 0s - loss: 24.2399 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2297 - vae_accuracy: 0.8317 - val_loss: 15.6263 - val_vae_accuracy: 0.9415 Epoch 533/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2610 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2447 - vae_accuracy: 0.8317 - val_loss: 15.7000 - val_vae_accuracy: 0.9416 Epoch 534/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.2475 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2869 - vae_accuracy: 0.8317 - val_loss: 15.6416 - val_vae_accuracy: 0.9415 Epoch 535/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.3591 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2997 - vae_accuracy: 0.8316 - val_loss: 15.5995 - val_vae_accuracy: 0.9417 Epoch 536/4000 11700/13600 [========================>.....] - ETA: 0s - loss: 24.2321 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2450 - vae_accuracy: 0.8317 - val_loss: 15.6550 - val_vae_accuracy: 0.9417 Epoch 537/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.3548 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2763 - vae_accuracy: 0.8317 - val_loss: 15.6692 - val_vae_accuracy: 0.9415 Epoch 538/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.3179 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3075 - vae_accuracy: 0.8317 - val_loss: 15.6321 - val_vae_accuracy: 0.9417 Epoch 539/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2399 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2405 - vae_accuracy: 0.8316 - val_loss: 15.5806 - val_vae_accuracy: 0.9416 Epoch 540/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2864 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2620 - vae_accuracy: 0.8316 - val_loss: 15.5643 - val_vae_accuracy: 0.9417 Epoch 541/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.1535 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2699 - vae_accuracy: 0.8317 - val_loss: 15.6173 - val_vae_accuracy: 0.9418 Epoch 542/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3059 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2707 - vae_accuracy: 0.8317 - val_loss: 15.8502 - val_vae_accuracy: 0.9412 Epoch 543/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2381 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2245 - vae_accuracy: 0.8318 - val_loss: 15.7595 - val_vae_accuracy: 0.9414 Epoch 544/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.2155 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2686 - vae_accuracy: 0.8316 - val_loss: 15.5888 - val_vae_accuracy: 0.9417 Epoch 545/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2094 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2512 - vae_accuracy: 0.8316 - val_loss: 15.6042 - val_vae_accuracy: 0.9416 Epoch 546/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.2992 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2745 - vae_accuracy: 0.8315 - val_loss: 15.7346 - val_vae_accuracy: 0.9416 Epoch 547/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.1812 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2449 - vae_accuracy: 0.8317 - val_loss: 15.7887 - val_vae_accuracy: 0.9412 Epoch 548/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2707 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2733 - vae_accuracy: 0.8317 - val_loss: 15.5452 - val_vae_accuracy: 0.9418 Epoch 549/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2006 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2378 - vae_accuracy: 0.8317 - val_loss: 15.6498 - val_vae_accuracy: 0.9416 Epoch 550/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2959 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2614 - vae_accuracy: 0.8316 - val_loss: 15.7096 - val_vae_accuracy: 0.9414 Epoch 551/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.3184 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3007 - vae_accuracy: 0.8316 - val_loss: 15.6730 - val_vae_accuracy: 0.9416 Epoch 552/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.3070 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2832 - vae_accuracy: 0.8317 - val_loss: 15.6105 - val_vae_accuracy: 0.9417 Epoch 553/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.3870 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2942 - vae_accuracy: 0.8316 - val_loss: 15.6612 - val_vae_accuracy: 0.9415 Epoch 554/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2574 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2880 - vae_accuracy: 0.8316 - val_loss: 15.6304 - val_vae_accuracy: 0.9416 Epoch 555/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2115 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2756 - vae_accuracy: 0.8316 - val_loss: 15.5994 - val_vae_accuracy: 0.9417 Epoch 556/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.3092 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2819 - vae_accuracy: 0.8317 - val_loss: 15.6256 - val_vae_accuracy: 0.9417 Epoch 557/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.3418 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2906 - vae_accuracy: 0.8317 - val_loss: 15.5648 - val_vae_accuracy: 0.9416 Epoch 558/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.3742 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2616 - vae_accuracy: 0.8316 - val_loss: 15.8121 - val_vae_accuracy: 0.9413 Epoch 559/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.3077 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3088 - vae_accuracy: 0.8316 - val_loss: 15.6970 - val_vae_accuracy: 0.9414 Epoch 560/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2489 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2481 - vae_accuracy: 0.8316 - val_loss: 15.5477 - val_vae_accuracy: 0.9417 Epoch 561/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2510 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2768 - vae_accuracy: 0.8316 - val_loss: 15.7277 - val_vae_accuracy: 0.9413 Epoch 562/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.2552 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2675 - vae_accuracy: 0.8316 - val_loss: 15.8600 - val_vae_accuracy: 0.9410 Epoch 563/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2992 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2905 - vae_accuracy: 0.8315 - val_loss: 15.7695 - val_vae_accuracy: 0.9414 Epoch 564/4000 12200/13600 [=========================>....] - ETA: 0s - loss: 24.2749 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2579 - vae_accuracy: 0.8317 - val_loss: 15.6195 - val_vae_accuracy: 0.9415 Epoch 565/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2966 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2731 - vae_accuracy: 0.8317 - val_loss: 15.8512 - val_vae_accuracy: 0.9411 Epoch 566/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.2305 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2507 - vae_accuracy: 0.8317 - val_loss: 15.6851 - val_vae_accuracy: 0.9416 Epoch 567/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.3054 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2902 - vae_accuracy: 0.8317 - val_loss: 15.7239 - val_vae_accuracy: 0.9413 Epoch 568/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.3362 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3616 - vae_accuracy: 0.8315 - val_loss: 15.7395 - val_vae_accuracy: 0.9417 Epoch 569/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.3962 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3615 - vae_accuracy: 0.8316 - val_loss: 15.9102 - val_vae_accuracy: 0.9413 Epoch 570/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2205 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2725 - vae_accuracy: 0.8317 - val_loss: 15.7422 - val_vae_accuracy: 0.9414 Epoch 571/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2222 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2582 - vae_accuracy: 0.8317 - val_loss: 15.6391 - val_vae_accuracy: 0.9417 Epoch 572/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.2987 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2847 - vae_accuracy: 0.8317 - val_loss: 15.7031 - val_vae_accuracy: 0.9414 Epoch 573/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.2628 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2654 - vae_accuracy: 0.8316 - val_loss: 15.8511 - val_vae_accuracy: 0.9411 Epoch 574/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2854 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2803 - vae_accuracy: 0.8317 - val_loss: 15.8720 - val_vae_accuracy: 0.9413 Epoch 575/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.3237 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3584 - vae_accuracy: 0.8316 - val_loss: 15.7545 - val_vae_accuracy: 0.9414 Epoch 576/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2458 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2690 - vae_accuracy: 0.8315 - val_loss: 15.6140 - val_vae_accuracy: 0.9415 Epoch 577/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.3364 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2990 - vae_accuracy: 0.8316 - val_loss: 15.6562 - val_vae_accuracy: 0.9416 Epoch 578/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.1653 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2608 - vae_accuracy: 0.8315 - val_loss: 15.8687 - val_vae_accuracy: 0.9410 Epoch 579/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.3035 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2983 - vae_accuracy: 0.8316 - val_loss: 15.6848 - val_vae_accuracy: 0.9415 Epoch 580/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.2524 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2620 - vae_accuracy: 0.8316 - val_loss: 15.5904 - val_vae_accuracy: 0.9417 Epoch 581/4000 12200/13600 [=========================>....] - ETA: 0s - loss: 24.2813 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2979 - vae_accuracy: 0.8316 - val_loss: 15.5406 - val_vae_accuracy: 0.9417 Epoch 582/4000 12000/13600 [=========================>....] - ETA: 0s - loss: 24.2756 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2389 - vae_accuracy: 0.8317 - val_loss: 15.6936 - val_vae_accuracy: 0.9413 Epoch 583/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2536 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2700 - vae_accuracy: 0.8317 - val_loss: 15.6039 - val_vae_accuracy: 0.9417 Epoch 584/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2936 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2590 - vae_accuracy: 0.8317 - val_loss: 15.5201 - val_vae_accuracy: 0.9419 Epoch 585/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.3522 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2786 - vae_accuracy: 0.8316 - val_loss: 15.5984 - val_vae_accuracy: 0.9416 Epoch 586/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.4007 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3603 - vae_accuracy: 0.8316 - val_loss: 15.7808 - val_vae_accuracy: 0.9414 Epoch 587/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.2566 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2700 - vae_accuracy: 0.8316 - val_loss: 15.7589 - val_vae_accuracy: 0.9414 Epoch 588/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.3058 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2563 - vae_accuracy: 0.8317 - val_loss: 15.5542 - val_vae_accuracy: 0.9417 Epoch 589/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2517 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2447 - vae_accuracy: 0.8317 - val_loss: 15.7207 - val_vae_accuracy: 0.9414 Epoch 590/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.1797 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2494 - vae_accuracy: 0.8316 - val_loss: 15.5263 - val_vae_accuracy: 0.9418 Epoch 591/4000 11200/13600 [=======================>......] - ETA: 0s - loss: 24.2715 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2622 - vae_accuracy: 0.8317 - val_loss: 15.6508 - val_vae_accuracy: 0.9416 Epoch 592/4000 11900/13600 [=========================>....] - ETA: 0s - loss: 24.3524 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3082 - vae_accuracy: 0.8318 - val_loss: 15.7246 - val_vae_accuracy: 0.9417 Epoch 593/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.3504 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3364 - vae_accuracy: 0.8318 - val_loss: 15.6034 - val_vae_accuracy: 0.9418 Epoch 594/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2994 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2440 - vae_accuracy: 0.8317 - val_loss: 15.6545 - val_vae_accuracy: 0.9417 Epoch 595/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.1727 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2260 - vae_accuracy: 0.8316 - val_loss: 15.7519 - val_vae_accuracy: 0.9413 Epoch 596/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.3146 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2998 - vae_accuracy: 0.8316 - val_loss: 15.6337 - val_vae_accuracy: 0.9417 Epoch 597/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2037 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2599 - vae_accuracy: 0.8316 - val_loss: 15.5341 - val_vae_accuracy: 0.9417 Epoch 598/4000 12200/13600 [=========================>....] - ETA: 0s - loss: 24.2431 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2717 - vae_accuracy: 0.8316 - val_loss: 15.6932 - val_vae_accuracy: 0.9413 Epoch 599/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.2590 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2351 - vae_accuracy: 0.8317 - val_loss: 15.6844 - val_vae_accuracy: 0.9417 Epoch 600/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.3388 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2821 - vae_accuracy: 0.8317 - val_loss: 15.7310 - val_vae_accuracy: 0.9413 Epoch 601/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2414 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2563 - vae_accuracy: 0.8317 - val_loss: 15.6864 - val_vae_accuracy: 0.9416 Epoch 602/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.2934 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2845 - vae_accuracy: 0.8316 - val_loss: 15.7396 - val_vae_accuracy: 0.9416 Epoch 603/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.3365 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2942 - vae_accuracy: 0.8317 - val_loss: 15.6498 - val_vae_accuracy: 0.9415 Epoch 604/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2507 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2718 - vae_accuracy: 0.8316 - val_loss: 15.6908 - val_vae_accuracy: 0.9413 Epoch 605/4000 12200/13600 [=========================>....] - ETA: 0s - loss: 24.3375 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2710 - vae_accuracy: 0.8316 - val_loss: 15.6009 - val_vae_accuracy: 0.9416 Epoch 606/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2727 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2556 - vae_accuracy: 0.8317 - val_loss: 15.6619 - val_vae_accuracy: 0.9417 Epoch 607/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2957 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2620 - vae_accuracy: 0.8316 - val_loss: 15.5667 - val_vae_accuracy: 0.9417 Epoch 608/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2002 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2509 - vae_accuracy: 0.8316 - val_loss: 15.8198 - val_vae_accuracy: 0.9410 Epoch 609/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2327 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2742 - vae_accuracy: 0.8316 - val_loss: 15.7568 - val_vae_accuracy: 0.9417 Epoch 610/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.2705 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 15.453263388739693 to: 15.42769824133979 saving models 13600/13600 [==============================] - 0s 15us/sample - loss: 24.2938 - vae_accuracy: 0.8317 - val_loss: 15.4277 - val_vae_accuracy: 0.9419 Epoch 611/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.3317 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3209 - vae_accuracy: 0.8316 - val_loss: 15.7216 - val_vae_accuracy: 0.9412 Epoch 612/4000 11500/13600 [========================>.....] - ETA: 0s - loss: 24.1961 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2373 - vae_accuracy: 0.8317 - val_loss: 15.6145 - val_vae_accuracy: 0.9417 Epoch 613/4000 11700/13600 [========================>.....] - ETA: 0s - loss: 24.3256 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.3065 - vae_accuracy: 0.8316 - val_loss: 15.7792 - val_vae_accuracy: 0.9414 Epoch 614/4000 10800/13600 [======================>.......] - ETA: 0s - loss: 24.2764 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 15us/sample - loss: 24.2644 - vae_accuracy: 0.8317 - val_loss: 15.7733 - val_vae_accuracy: 0.9414 Epoch 615/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.2775 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2582 - vae_accuracy: 0.8316 - val_loss: 15.6530 - val_vae_accuracy: 0.9416 Epoch 616/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1436 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2601 - vae_accuracy: 0.8317 - val_loss: 15.7566 - val_vae_accuracy: 0.9415 Epoch 617/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.3289 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2777 - vae_accuracy: 0.8317 - val_loss: 15.6597 - val_vae_accuracy: 0.9416 Epoch 618/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2722 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3082 - vae_accuracy: 0.8316 - val_loss: 15.6639 - val_vae_accuracy: 0.9416 Epoch 619/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.2208 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2730 - vae_accuracy: 0.8317 - val_loss: 15.5908 - val_vae_accuracy: 0.9419 Epoch 620/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2552 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2806 - vae_accuracy: 0.8316 - val_loss: 15.5949 - val_vae_accuracy: 0.9417 Epoch 621/4000 10200/13600 [=====================>........] - ETA: 0s - loss: 24.3603 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2688 - vae_accuracy: 0.8317 - val_loss: 15.8509 - val_vae_accuracy: 0.9412 Epoch 622/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.3339 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2597 - vae_accuracy: 0.8317 - val_loss: 15.8004 - val_vae_accuracy: 0.9413 Epoch 623/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3578 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2584 - vae_accuracy: 0.8316 - val_loss: 15.7563 - val_vae_accuracy: 0.9413 Epoch 624/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.4423 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2763 - vae_accuracy: 0.8316 - val_loss: 15.6985 - val_vae_accuracy: 0.9415 Epoch 625/4000 10300/13600 [=====================>........] - ETA: 0s - loss: 24.2400 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2385 - vae_accuracy: 0.8317 - val_loss: 15.7095 - val_vae_accuracy: 0.9414 Epoch 626/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.2508 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2750 - vae_accuracy: 0.8316 - val_loss: 15.7596 - val_vae_accuracy: 0.9413 Epoch 627/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2689 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2521 - vae_accuracy: 0.8316 - val_loss: 15.5708 - val_vae_accuracy: 0.9417 Epoch 628/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3626 - vae_accuracy: 0.8306WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2836 - vae_accuracy: 0.8316 - val_loss: 15.5271 - val_vae_accuracy: 0.9418 Epoch 629/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.2314 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2425 - vae_accuracy: 0.8316 - val_loss: 15.6120 - val_vae_accuracy: 0.9417 Epoch 630/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2390 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3033 - vae_accuracy: 0.8316 - val_loss: 15.7001 - val_vae_accuracy: 0.9416 Epoch 631/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.4048 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2824 - vae_accuracy: 0.8316 - val_loss: 15.6618 - val_vae_accuracy: 0.9417 Epoch 632/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2927 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2794 - vae_accuracy: 0.8316 - val_loss: 15.7208 - val_vae_accuracy: 0.9415 Epoch 633/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.1453 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2964 - vae_accuracy: 0.8316 - val_loss: 15.8761 - val_vae_accuracy: 0.9409 Epoch 634/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3692 - vae_accuracy: 0.8306WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2983 - vae_accuracy: 0.8316 - val_loss: 15.6511 - val_vae_accuracy: 0.9417 Epoch 635/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.4278 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2820 - vae_accuracy: 0.8317 - val_loss: 15.7361 - val_vae_accuracy: 0.9413 Epoch 636/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.3266 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2862 - vae_accuracy: 0.8316 - val_loss: 15.6510 - val_vae_accuracy: 0.9417 Epoch 637/4000 10400/13600 [=====================>........] - ETA: 0s - loss: 24.3259 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2837 - vae_accuracy: 0.8316 - val_loss: 15.5658 - val_vae_accuracy: 0.9417 Epoch 638/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.1852 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2929 - vae_accuracy: 0.8316 - val_loss: 15.6526 - val_vae_accuracy: 0.9417 Epoch 639/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.0984 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2529 - vae_accuracy: 0.8317 - val_loss: 15.6188 - val_vae_accuracy: 0.9415 Epoch 640/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.4746 - vae_accuracy: 0.8299WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2621 - vae_accuracy: 0.8316 - val_loss: 15.8164 - val_vae_accuracy: 0.9412 Epoch 641/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2995 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2909 - vae_accuracy: 0.8315 - val_loss: 15.6282 - val_vae_accuracy: 0.9418 Epoch 642/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2322 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2322 - vae_accuracy: 0.8318 - val_loss: 15.6232 - val_vae_accuracy: 0.9417 Epoch 643/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.1668 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2684 - vae_accuracy: 0.8316 - val_loss: 15.7628 - val_vae_accuracy: 0.9413 Epoch 644/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2623 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2343 - vae_accuracy: 0.8317 - val_loss: 15.7601 - val_vae_accuracy: 0.9412 Epoch 645/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.1665 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2438 - vae_accuracy: 0.8317 - val_loss: 15.6286 - val_vae_accuracy: 0.9417 Epoch 646/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2845 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2610 - vae_accuracy: 0.8316 - val_loss: 15.8078 - val_vae_accuracy: 0.9412 Epoch 647/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.1478 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2739 - vae_accuracy: 0.8316 - val_loss: 15.6591 - val_vae_accuracy: 0.9414 Epoch 648/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3305 - vae_accuracy: 0.8304WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3056 - vae_accuracy: 0.8317 - val_loss: 15.6522 - val_vae_accuracy: 0.9419 Epoch 649/4000 9000/13600 [==================>...........] - ETA: 0s - loss: 24.3802 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2982 - vae_accuracy: 0.8317 - val_loss: 15.6585 - val_vae_accuracy: 0.9415 Epoch 650/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3451 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2888 - vae_accuracy: 0.8316 - val_loss: 15.6444 - val_vae_accuracy: 0.9416 Epoch 651/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.1630 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2415 - vae_accuracy: 0.8317 - val_loss: 15.5579 - val_vae_accuracy: 0.9417 Epoch 652/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2385 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2615 - vae_accuracy: 0.8316 - val_loss: 15.6466 - val_vae_accuracy: 0.9415 Epoch 653/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2076 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2530 - vae_accuracy: 0.8317 - val_loss: 15.7209 - val_vae_accuracy: 0.9416 Epoch 654/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2672 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2652 - vae_accuracy: 0.8317 - val_loss: 15.6547 - val_vae_accuracy: 0.9414 Epoch 655/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2602 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2575 - vae_accuracy: 0.8316 - val_loss: 15.8518 - val_vae_accuracy: 0.9411 Epoch 656/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.3118 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2972 - vae_accuracy: 0.8317 - val_loss: 15.6892 - val_vae_accuracy: 0.9416 Epoch 657/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2405 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2801 - vae_accuracy: 0.8316 - val_loss: 15.6478 - val_vae_accuracy: 0.9417 Epoch 658/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2845 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2805 - vae_accuracy: 0.8316 - val_loss: 15.7586 - val_vae_accuracy: 0.9413 Epoch 659/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2844 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2844 - vae_accuracy: 0.8315 - val_loss: 15.6971 - val_vae_accuracy: 0.9415 Epoch 660/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2690 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2690 - vae_accuracy: 0.8316 - val_loss: 15.6514 - val_vae_accuracy: 0.9415 Epoch 661/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2816 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2837 - vae_accuracy: 0.8315 - val_loss: 15.6239 - val_vae_accuracy: 0.9417 Epoch 662/4000 8900/13600 [==================>...........] - ETA: 0s - loss: 24.2043 - vae_accuracy: 0.8333WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3143 - vae_accuracy: 0.8316 - val_loss: 15.7039 - val_vae_accuracy: 0.9416 Epoch 663/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2540 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2676 - vae_accuracy: 0.8316 - val_loss: 15.6560 - val_vae_accuracy: 0.9415 Epoch 664/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2577 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2705 - vae_accuracy: 0.8316 - val_loss: 15.5755 - val_vae_accuracy: 0.9418 Epoch 665/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2884 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2694 - vae_accuracy: 0.8317 - val_loss: 15.5795 - val_vae_accuracy: 0.9418 Epoch 666/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2603 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2688 - vae_accuracy: 0.8316 - val_loss: 15.6533 - val_vae_accuracy: 0.9415 Epoch 667/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2679 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2740 - vae_accuracy: 0.8317 - val_loss: 15.8335 - val_vae_accuracy: 0.9412 Epoch 668/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2431 - vae_accuracy: 0.8306WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2719 - vae_accuracy: 0.8316 - val_loss: 15.6808 - val_vae_accuracy: 0.9416 Epoch 669/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2417 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2451 - vae_accuracy: 0.8317 - val_loss: 15.5902 - val_vae_accuracy: 0.9417 Epoch 670/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.2056 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2745 - vae_accuracy: 0.8317 - val_loss: 15.6877 - val_vae_accuracy: 0.9415 Epoch 671/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3445 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3002 - vae_accuracy: 0.8317 - val_loss: 15.7204 - val_vae_accuracy: 0.9415 Epoch 672/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.0902 - vae_accuracy: 0.8334WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2560 - vae_accuracy: 0.8316 - val_loss: 15.5907 - val_vae_accuracy: 0.9416 Epoch 673/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2675 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2675 - vae_accuracy: 0.8317 - val_loss: 15.6429 - val_vae_accuracy: 0.9417 Epoch 674/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2770 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2703 - vae_accuracy: 0.8317 - val_loss: 15.5770 - val_vae_accuracy: 0.9417 Epoch 675/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.1952 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2765 - vae_accuracy: 0.8316 - val_loss: 15.6927 - val_vae_accuracy: 0.9414 Epoch 676/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2665 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2630 - vae_accuracy: 0.8317 - val_loss: 15.8600 - val_vae_accuracy: 0.9410 Epoch 677/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2134 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3209 - vae_accuracy: 0.8316 - val_loss: 15.6585 - val_vae_accuracy: 0.9416 Epoch 678/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2814 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2814 - vae_accuracy: 0.8316 - val_loss: 15.8062 - val_vae_accuracy: 0.9411 Epoch 679/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2927 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2784 - vae_accuracy: 0.8316 - val_loss: 15.8120 - val_vae_accuracy: 0.9414 Epoch 680/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.0798 - vae_accuracy: 0.8332WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2504 - vae_accuracy: 0.8316 - val_loss: 15.7643 - val_vae_accuracy: 0.9413 Epoch 681/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2686 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3107 - vae_accuracy: 0.8316 - val_loss: 15.7438 - val_vae_accuracy: 0.9416 Epoch 682/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2400 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2449 - vae_accuracy: 0.8317 - val_loss: 15.4905 - val_vae_accuracy: 0.9419 Epoch 683/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.3279 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2680 - vae_accuracy: 0.8316 - val_loss: 15.6667 - val_vae_accuracy: 0.9415 Epoch 684/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2984 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2848 - vae_accuracy: 0.8316 - val_loss: 15.7063 - val_vae_accuracy: 0.9415 Epoch 685/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2426 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2468 - vae_accuracy: 0.8316 - val_loss: 15.7723 - val_vae_accuracy: 0.9415 Epoch 686/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.3153 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2789 - vae_accuracy: 0.8316 - val_loss: 15.6120 - val_vae_accuracy: 0.9417 Epoch 687/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2706 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2434 - vae_accuracy: 0.8316 - val_loss: 15.7311 - val_vae_accuracy: 0.9413 Epoch 688/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.2514 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2402 - vae_accuracy: 0.8316 - val_loss: 15.6940 - val_vae_accuracy: 0.9414 Epoch 689/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2575 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2644 - vae_accuracy: 0.8317 - val_loss: 15.7315 - val_vae_accuracy: 0.9412 Epoch 690/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2627 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2400 - vae_accuracy: 0.8316 - val_loss: 15.5528 - val_vae_accuracy: 0.9416 Epoch 691/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2776 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2809 - vae_accuracy: 0.8315 - val_loss: 15.5225 - val_vae_accuracy: 0.9417 Epoch 692/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2644 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2541 - vae_accuracy: 0.8316 - val_loss: 15.5346 - val_vae_accuracy: 0.9417 Epoch 693/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2534 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2471 - vae_accuracy: 0.8317 - val_loss: 15.7185 - val_vae_accuracy: 0.9414 Epoch 694/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2311 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2638 - vae_accuracy: 0.8315 - val_loss: 15.6374 - val_vae_accuracy: 0.9414 Epoch 695/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2886 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2856 - vae_accuracy: 0.8316 - val_loss: 15.6892 - val_vae_accuracy: 0.9415 Epoch 696/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2486 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2556 - vae_accuracy: 0.8317 - val_loss: 15.8343 - val_vae_accuracy: 0.9412 Epoch 697/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2193 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2625 - vae_accuracy: 0.8318 - val_loss: 15.6571 - val_vae_accuracy: 0.9416 Epoch 698/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.1894 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.1884 - vae_accuracy: 0.8317 - val_loss: 15.6084 - val_vae_accuracy: 0.9415 Epoch 699/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2502 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2636 - vae_accuracy: 0.8316 - val_loss: 15.5933 - val_vae_accuracy: 0.9417 Epoch 700/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2675 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2626 - vae_accuracy: 0.8317 - val_loss: 15.6080 - val_vae_accuracy: 0.9418 Epoch 701/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2641 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2506 - vae_accuracy: 0.8318 - val_loss: 15.6690 - val_vae_accuracy: 0.9415 Epoch 702/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2079 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2589 - vae_accuracy: 0.8317 - val_loss: 15.7984 - val_vae_accuracy: 0.9414 Epoch 703/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2817 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2817 - vae_accuracy: 0.8317 - val_loss: 15.5994 - val_vae_accuracy: 0.9417 Epoch 704/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.2813 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2333 - vae_accuracy: 0.8317 - val_loss: 15.7339 - val_vae_accuracy: 0.9414 Epoch 705/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2420 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2439 - vae_accuracy: 0.8317 - val_loss: 15.8138 - val_vae_accuracy: 0.9412 Epoch 706/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2308 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2695 - vae_accuracy: 0.8316 - val_loss: 15.7698 - val_vae_accuracy: 0.9413 Epoch 707/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.3104 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3104 - vae_accuracy: 0.8316 - val_loss: 15.7485 - val_vae_accuracy: 0.9411 Epoch 708/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.3473 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3473 - vae_accuracy: 0.8315 - val_loss: 15.6135 - val_vae_accuracy: 0.9416 Epoch 709/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2782 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2644 - vae_accuracy: 0.8317 - val_loss: 15.8067 - val_vae_accuracy: 0.9415 Epoch 710/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2850 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2846 - vae_accuracy: 0.8317 - val_loss: 15.7916 - val_vae_accuracy: 0.9414 Epoch 711/4000 8800/13600 [==================>...........] - ETA: 0s - loss: 24.4232 - vae_accuracy: 0.8305WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2997 - vae_accuracy: 0.8316 - val_loss: 15.7887 - val_vae_accuracy: 0.9413 Epoch 712/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2754 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2749 - vae_accuracy: 0.8316 - val_loss: 15.6616 - val_vae_accuracy: 0.9415 Epoch 713/4000 12200/13600 [=========================>....] - ETA: 0s - loss: 24.3067 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2400 - vae_accuracy: 0.8316 - val_loss: 15.7311 - val_vae_accuracy: 0.9414 Epoch 714/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.2653 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2925 - vae_accuracy: 0.8316 - val_loss: 15.7307 - val_vae_accuracy: 0.9413 Epoch 715/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2053 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2863 - vae_accuracy: 0.8316 - val_loss: 15.6204 - val_vae_accuracy: 0.9415 Epoch 716/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2307 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2241 - vae_accuracy: 0.8316 - val_loss: 15.8433 - val_vae_accuracy: 0.9411 Epoch 717/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.3720 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2894 - vae_accuracy: 0.8315 - val_loss: 15.6845 - val_vae_accuracy: 0.9416 Epoch 718/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.3078 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3045 - vae_accuracy: 0.8316 - val_loss: 15.8379 - val_vae_accuracy: 0.9414 Epoch 719/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2643 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2592 - vae_accuracy: 0.8317 - val_loss: 15.6820 - val_vae_accuracy: 0.9415 Epoch 720/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.3512 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2578 - vae_accuracy: 0.8317 - val_loss: 15.7451 - val_vae_accuracy: 0.9414 Epoch 721/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2637 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2681 - vae_accuracy: 0.8317 - val_loss: 15.5890 - val_vae_accuracy: 0.9418 Epoch 722/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.3343 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2971 - vae_accuracy: 0.8315 - val_loss: 15.4888 - val_vae_accuracy: 0.9418 Epoch 723/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2521 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2571 - vae_accuracy: 0.8316 - val_loss: 15.6592 - val_vae_accuracy: 0.9415 Epoch 724/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.1969 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2548 - vae_accuracy: 0.8317 - val_loss: 15.6294 - val_vae_accuracy: 0.9416 Epoch 725/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.1909 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2572 - vae_accuracy: 0.8317 - val_loss: 15.6199 - val_vae_accuracy: 0.9416 Epoch 726/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2547 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2761 - vae_accuracy: 0.8317 - val_loss: 15.6848 - val_vae_accuracy: 0.9417 Epoch 727/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2115 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2498 - vae_accuracy: 0.8317 - val_loss: 15.6411 - val_vae_accuracy: 0.9417 Epoch 728/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3019 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2818 - vae_accuracy: 0.8316 - val_loss: 15.6239 - val_vae_accuracy: 0.9416 Epoch 729/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2997 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2567 - vae_accuracy: 0.8316 - val_loss: 15.7859 - val_vae_accuracy: 0.9411 Epoch 730/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3430 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3248 - vae_accuracy: 0.8314 - val_loss: 15.5693 - val_vae_accuracy: 0.9417 Epoch 731/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2719 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2998 - vae_accuracy: 0.8317 - val_loss: 15.6395 - val_vae_accuracy: 0.9416 Epoch 732/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2538 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2399 - vae_accuracy: 0.8316 - val_loss: 15.6774 - val_vae_accuracy: 0.9416 Epoch 733/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.3043 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3287 - vae_accuracy: 0.8317 - val_loss: 15.6616 - val_vae_accuracy: 0.9417 Epoch 734/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2337 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2930 - vae_accuracy: 0.8316 - val_loss: 15.6525 - val_vae_accuracy: 0.9415 Epoch 735/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.3418 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2803 - vae_accuracy: 0.8317 - val_loss: 15.8247 - val_vae_accuracy: 0.9413 Epoch 736/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2172 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2560 - vae_accuracy: 0.8316 - val_loss: 15.5613 - val_vae_accuracy: 0.9416 Epoch 737/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2184 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2440 - vae_accuracy: 0.8316 - val_loss: 15.8256 - val_vae_accuracy: 0.9411 Epoch 738/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.3311 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3100 - vae_accuracy: 0.8315 - val_loss: 15.5475 - val_vae_accuracy: 0.9418 Epoch 739/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2091 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2466 - vae_accuracy: 0.8316 - val_loss: 15.6282 - val_vae_accuracy: 0.9416 Epoch 740/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2536 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2536 - vae_accuracy: 0.8316 - val_loss: 15.7020 - val_vae_accuracy: 0.9415 Epoch 741/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.3141 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2951 - vae_accuracy: 0.8317 - val_loss: 15.5957 - val_vae_accuracy: 0.9417 Epoch 742/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.3317 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2640 - vae_accuracy: 0.8316 - val_loss: 15.6177 - val_vae_accuracy: 0.9418 Epoch 743/4000 11900/13600 [=========================>....] - ETA: 0s - loss: 24.3436 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2983 - vae_accuracy: 0.8318 - val_loss: 15.6959 - val_vae_accuracy: 0.9418 Epoch 744/4000 11900/13600 [=========================>....] - ETA: 0s - loss: 24.2997 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3097 - vae_accuracy: 0.8317 - val_loss: 15.5988 - val_vae_accuracy: 0.9417 Epoch 745/4000 12000/13600 [=========================>....] - ETA: 0s - loss: 24.2582 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3007 - vae_accuracy: 0.8317 - val_loss: 15.6850 - val_vae_accuracy: 0.9415 Epoch 746/4000 12000/13600 [=========================>....] - ETA: 0s - loss: 24.2556 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2439 - vae_accuracy: 0.8317 - val_loss: 15.7109 - val_vae_accuracy: 0.9416 Epoch 747/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.3109 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2595 - vae_accuracy: 0.8317 - val_loss: 15.7159 - val_vae_accuracy: 0.9415 Epoch 748/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.2414 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2928 - vae_accuracy: 0.8315 - val_loss: 15.6523 - val_vae_accuracy: 0.9417 Epoch 749/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2489 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2900 - vae_accuracy: 0.8316 - val_loss: 15.8108 - val_vae_accuracy: 0.9412 Epoch 750/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2494 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3098 - vae_accuracy: 0.8316 - val_loss: 15.7208 - val_vae_accuracy: 0.9416 Epoch 751/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2469 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2901 - vae_accuracy: 0.8317 - val_loss: 15.6588 - val_vae_accuracy: 0.9416 Epoch 752/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.3207 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2567 - vae_accuracy: 0.8316 - val_loss: 15.6449 - val_vae_accuracy: 0.9416 Epoch 753/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2696 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2507 - vae_accuracy: 0.8317 - val_loss: 15.7763 - val_vae_accuracy: 0.9414 Epoch 754/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.3117 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2813 - vae_accuracy: 0.8316 - val_loss: 15.5725 - val_vae_accuracy: 0.9418 Epoch 755/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2234 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2544 - vae_accuracy: 0.8317 - val_loss: 15.6923 - val_vae_accuracy: 0.9418 Epoch 756/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.1934 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2261 - vae_accuracy: 0.8317 - val_loss: 15.7113 - val_vae_accuracy: 0.9412 Epoch 757/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.1801 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2683 - vae_accuracy: 0.8315 - val_loss: 15.5910 - val_vae_accuracy: 0.9417 Epoch 758/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2654 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2575 - vae_accuracy: 0.8317 - val_loss: 15.6525 - val_vae_accuracy: 0.9416 Epoch 759/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.2547 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2663 - vae_accuracy: 0.8316 - val_loss: 15.6130 - val_vae_accuracy: 0.9416 Epoch 760/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2637 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3127 - vae_accuracy: 0.8316 - val_loss: 15.6333 - val_vae_accuracy: 0.9416 Epoch 761/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2510 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2870 - vae_accuracy: 0.8316 - val_loss: 15.5096 - val_vae_accuracy: 0.9418 Epoch 762/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2770 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2675 - vae_accuracy: 0.8316 - val_loss: 15.7034 - val_vae_accuracy: 0.9416 Epoch 763/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.3144 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2703 - vae_accuracy: 0.8318 - val_loss: 15.8266 - val_vae_accuracy: 0.9415 Epoch 764/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2691 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2782 - vae_accuracy: 0.8316 - val_loss: 15.7254 - val_vae_accuracy: 0.9415 Epoch 765/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.3301 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2753 - vae_accuracy: 0.8317 - val_loss: 15.5822 - val_vae_accuracy: 0.9418 Epoch 766/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2577 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2812 - vae_accuracy: 0.8317 - val_loss: 15.6845 - val_vae_accuracy: 0.9416 Epoch 767/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.3102 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2537 - vae_accuracy: 0.8316 - val_loss: 15.4892 - val_vae_accuracy: 0.9417 Epoch 768/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2576 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2698 - vae_accuracy: 0.8316 - val_loss: 15.7596 - val_vae_accuracy: 0.9415 Epoch 769/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2575 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2523 - vae_accuracy: 0.8317 - val_loss: 15.7404 - val_vae_accuracy: 0.9413 Epoch 770/4000 11700/13600 [========================>.....] - ETA: 0s - loss: 24.2739 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2726 - vae_accuracy: 0.8316 - val_loss: 15.8002 - val_vae_accuracy: 0.9413 Epoch 771/4000 12200/13600 [=========================>....] - ETA: 0s - loss: 24.2624 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3138 - vae_accuracy: 0.8316 - val_loss: 15.6326 - val_vae_accuracy: 0.9418 Epoch 772/4000 12200/13600 [=========================>....] - ETA: 0s - loss: 24.4328 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3134 - vae_accuracy: 0.8316 - val_loss: 15.6733 - val_vae_accuracy: 0.9415 Epoch 773/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2914 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3019 - vae_accuracy: 0.8315 - val_loss: 15.8070 - val_vae_accuracy: 0.9413 Epoch 774/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.1664 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2187 - vae_accuracy: 0.8317 - val_loss: 15.7197 - val_vae_accuracy: 0.9415 Epoch 775/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.2668 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2307 - vae_accuracy: 0.8316 - val_loss: 15.6735 - val_vae_accuracy: 0.9415 Epoch 776/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.3019 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3105 - vae_accuracy: 0.8316 - val_loss: 15.6306 - val_vae_accuracy: 0.9415 Epoch 777/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2659 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2871 - vae_accuracy: 0.8316 - val_loss: 15.6747 - val_vae_accuracy: 0.9415 Epoch 778/4000 12200/13600 [=========================>....] - ETA: 0s - loss: 24.2198 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2738 - vae_accuracy: 0.8316 - val_loss: 15.5169 - val_vae_accuracy: 0.9417 Epoch 779/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.2509 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2683 - vae_accuracy: 0.8317 - val_loss: 15.7680 - val_vae_accuracy: 0.9415 Epoch 780/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.3699 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3118 - vae_accuracy: 0.8317 - val_loss: 15.6274 - val_vae_accuracy: 0.9417 Epoch 781/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.2711 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2527 - vae_accuracy: 0.8316 - val_loss: 15.7410 - val_vae_accuracy: 0.9413 Epoch 782/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2915 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2865 - vae_accuracy: 0.8317 - val_loss: 15.6813 - val_vae_accuracy: 0.9414 Epoch 783/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.3120 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3090 - vae_accuracy: 0.8317 - val_loss: 15.5638 - val_vae_accuracy: 0.9418 Epoch 784/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2447 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2703 - vae_accuracy: 0.8317 - val_loss: 15.6968 - val_vae_accuracy: 0.9415 Epoch 785/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2331 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2502 - vae_accuracy: 0.8317 - val_loss: 15.6490 - val_vae_accuracy: 0.9416 Epoch 786/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2556 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2458 - vae_accuracy: 0.8317 - val_loss: 15.7202 - val_vae_accuracy: 0.9414 Epoch 787/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.2953 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2580 - vae_accuracy: 0.8317 - val_loss: 15.7073 - val_vae_accuracy: 0.9415 Epoch 788/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.2919 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2549 - vae_accuracy: 0.8317 - val_loss: 15.6354 - val_vae_accuracy: 0.9415 Epoch 789/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.2371 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2792 - vae_accuracy: 0.8316 - val_loss: 15.5750 - val_vae_accuracy: 0.9419 Epoch 790/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.3087 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2913 - vae_accuracy: 0.8318 - val_loss: 15.6625 - val_vae_accuracy: 0.9416 Epoch 791/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2672 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2645 - vae_accuracy: 0.8316 - val_loss: 15.7966 - val_vae_accuracy: 0.9412 Epoch 792/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2684 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2793 - vae_accuracy: 0.8317 - val_loss: 15.6379 - val_vae_accuracy: 0.9417 Epoch 793/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.3107 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3050 - vae_accuracy: 0.8317 - val_loss: 15.7758 - val_vae_accuracy: 0.9416 Epoch 794/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2370 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2795 - vae_accuracy: 0.8316 - val_loss: 15.8451 - val_vae_accuracy: 0.9410 Epoch 795/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.3344 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2999 - vae_accuracy: 0.8315 - val_loss: 15.7461 - val_vae_accuracy: 0.9414 Epoch 796/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.3216 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3124 - vae_accuracy: 0.8316 - val_loss: 15.7402 - val_vae_accuracy: 0.9416 Epoch 797/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2298 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2603 - vae_accuracy: 0.8317 - val_loss: 15.6059 - val_vae_accuracy: 0.9417 Epoch 798/4000 11900/13600 [=========================>....] - ETA: 0s - loss: 24.3113 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2661 - vae_accuracy: 0.8316 - val_loss: 15.6811 - val_vae_accuracy: 0.9415 Epoch 799/4000 11500/13600 [========================>.....] - ETA: 0s - loss: 24.1413 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2486 - vae_accuracy: 0.8317 - val_loss: 15.6564 - val_vae_accuracy: 0.9416 Epoch 800/4000 11900/13600 [=========================>....] - ETA: 0s - loss: 24.3670 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.3100 - vae_accuracy: 0.8315 - val_loss: 15.6076 - val_vae_accuracy: 0.9419 Epoch 801/4000 11800/13600 [=========================>....] - ETA: 0s - loss: 24.3013 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3347 - vae_accuracy: 0.8316 - val_loss: 15.7338 - val_vae_accuracy: 0.9415 Epoch 802/4000 12000/13600 [=========================>....] - ETA: 0s - loss: 24.2867 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2999 - vae_accuracy: 0.8316 - val_loss: 15.5471 - val_vae_accuracy: 0.9418 Epoch 803/4000 11500/13600 [========================>.....] - ETA: 0s - loss: 24.2958 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2479 - vae_accuracy: 0.8317 - val_loss: 15.6103 - val_vae_accuracy: 0.9418 Epoch 804/4000 11400/13600 [========================>.....] - ETA: 0s - loss: 24.2864 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2688 - vae_accuracy: 0.8317 - val_loss: 15.6038 - val_vae_accuracy: 0.9417 Epoch 805/4000 11400/13600 [========================>.....] - ETA: 0s - loss: 24.2235 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2828 - vae_accuracy: 0.8317 - val_loss: 15.6754 - val_vae_accuracy: 0.9416 Epoch 806/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.3125 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3139 - vae_accuracy: 0.8317 - val_loss: 15.9289 - val_vae_accuracy: 0.9410 Epoch 807/4000 10300/13600 [=====================>........] - ETA: 0s - loss: 24.1975 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2686 - vae_accuracy: 0.8316 - val_loss: 15.5921 - val_vae_accuracy: 0.9417 Epoch 808/4000 10600/13600 [======================>.......] - ETA: 0s - loss: 24.1795 - vae_accuracy: 0.8327WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2614 - vae_accuracy: 0.8316 - val_loss: 15.6145 - val_vae_accuracy: 0.9413 Epoch 809/4000 10600/13600 [======================>.......] - ETA: 0s - loss: 24.4159 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2988 - vae_accuracy: 0.8316 - val_loss: 15.7743 - val_vae_accuracy: 0.9414 Epoch 810/4000 10300/13600 [=====================>........] - ETA: 0s - loss: 24.3570 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2696 - vae_accuracy: 0.8316 - val_loss: 15.8210 - val_vae_accuracy: 0.9410 Epoch 811/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.0669 - vae_accuracy: 0.8332WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2675 - vae_accuracy: 0.8317 - val_loss: 15.7487 - val_vae_accuracy: 0.9415 Epoch 812/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2049 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2824 - vae_accuracy: 0.8316 - val_loss: 15.6738 - val_vae_accuracy: 0.9416 Epoch 813/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2690 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2621 - vae_accuracy: 0.8317 - val_loss: 15.6582 - val_vae_accuracy: 0.9417 Epoch 814/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2795 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2351 - vae_accuracy: 0.8317 - val_loss: 15.5446 - val_vae_accuracy: 0.9418 Epoch 815/4000 10300/13600 [=====================>........] - ETA: 0s - loss: 24.3033 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2413 - vae_accuracy: 0.8317 - val_loss: 15.7111 - val_vae_accuracy: 0.9416 Epoch 816/4000 10100/13600 [=====================>........] - ETA: 0s - loss: 24.2170 - vae_accuracy: 0.8328WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2551 - vae_accuracy: 0.8317 - val_loss: 15.8074 - val_vae_accuracy: 0.9411 Epoch 817/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.2526 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2815 - vae_accuracy: 0.8316 - val_loss: 15.6415 - val_vae_accuracy: 0.9415 Epoch 818/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.4327 - vae_accuracy: 0.8304WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2621 - vae_accuracy: 0.8317 - val_loss: 15.5832 - val_vae_accuracy: 0.9416 Epoch 819/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.3096 - vae_accuracy: 0.8305WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2517 - vae_accuracy: 0.8316 - val_loss: 15.7946 - val_vae_accuracy: 0.9413 Epoch 820/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.3036 - vae_accuracy: 0.8326WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3165 - vae_accuracy: 0.8317 - val_loss: 15.6340 - val_vae_accuracy: 0.9418 Epoch 821/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2679 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3162 - vae_accuracy: 0.8317 - val_loss: 15.6108 - val_vae_accuracy: 0.9418 Epoch 822/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2161 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2581 - vae_accuracy: 0.8316 - val_loss: 15.6162 - val_vae_accuracy: 0.9415 Epoch 823/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.4156 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2736 - vae_accuracy: 0.8316 - val_loss: 15.5689 - val_vae_accuracy: 0.9417 Epoch 824/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2923 - vae_accuracy: 0.8326WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2482 - vae_accuracy: 0.8316 - val_loss: 15.6149 - val_vae_accuracy: 0.9416 Epoch 825/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.0695 - vae_accuracy: 0.8330WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2794 - vae_accuracy: 0.8316 - val_loss: 15.6224 - val_vae_accuracy: 0.9418 Epoch 826/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.5876 - vae_accuracy: 0.8301WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2724 - vae_accuracy: 0.8316 - val_loss: 15.5873 - val_vae_accuracy: 0.9417 Epoch 827/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.2883 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2679 - vae_accuracy: 0.8315 - val_loss: 15.9979 - val_vae_accuracy: 0.9408 Epoch 828/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2897 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2464 - vae_accuracy: 0.8317 - val_loss: 15.7629 - val_vae_accuracy: 0.9415 Epoch 829/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.3675 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2654 - vae_accuracy: 0.8317 - val_loss: 15.6739 - val_vae_accuracy: 0.9416 Epoch 830/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1854 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3002 - vae_accuracy: 0.8315 - val_loss: 15.6681 - val_vae_accuracy: 0.9414 Epoch 831/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.4054 - vae_accuracy: 0.8307WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2795 - vae_accuracy: 0.8317 - val_loss: 15.5502 - val_vae_accuracy: 0.9418 Epoch 832/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.1733 - vae_accuracy: 0.8326WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2801 - vae_accuracy: 0.8316 - val_loss: 15.6990 - val_vae_accuracy: 0.9415 Epoch 833/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.4245 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3336 - vae_accuracy: 0.8316 - val_loss: 15.6571 - val_vae_accuracy: 0.9417 Epoch 834/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.0993 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2901 - vae_accuracy: 0.8316 - val_loss: 15.7169 - val_vae_accuracy: 0.9417 Epoch 835/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2509 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2242 - vae_accuracy: 0.8317 - val_loss: 15.7616 - val_vae_accuracy: 0.9413 Epoch 836/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.0866 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2816 - vae_accuracy: 0.8316 - val_loss: 15.6750 - val_vae_accuracy: 0.9416 Epoch 837/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3127 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2645 - vae_accuracy: 0.8317 - val_loss: 15.6966 - val_vae_accuracy: 0.9416 Epoch 838/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2752 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2752 - vae_accuracy: 0.8316 - val_loss: 15.8433 - val_vae_accuracy: 0.9413 Epoch 839/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3034 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2547 - vae_accuracy: 0.8317 - val_loss: 15.7620 - val_vae_accuracy: 0.9414 Epoch 840/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.3142 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2631 - vae_accuracy: 0.8316 - val_loss: 15.8446 - val_vae_accuracy: 0.9413 Epoch 841/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3123 - vae_accuracy: 0.8330WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2812 - vae_accuracy: 0.8317 - val_loss: 15.5468 - val_vae_accuracy: 0.9418 Epoch 842/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1629 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2704 - vae_accuracy: 0.8316 - val_loss: 15.5997 - val_vae_accuracy: 0.9416 Epoch 843/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2542 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2685 - vae_accuracy: 0.8317 - val_loss: 15.6471 - val_vae_accuracy: 0.9416 Epoch 844/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.1193 - vae_accuracy: 0.8331WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2656 - vae_accuracy: 0.8318 - val_loss: 15.6660 - val_vae_accuracy: 0.9417 Epoch 845/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3184 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2519 - vae_accuracy: 0.8317 - val_loss: 15.7158 - val_vae_accuracy: 0.9416 Epoch 846/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2016 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2780 - vae_accuracy: 0.8317 - val_loss: 15.6805 - val_vae_accuracy: 0.9414 Epoch 847/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3563 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2555 - vae_accuracy: 0.8316 - val_loss: 15.6653 - val_vae_accuracy: 0.9415 Epoch 848/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.3008 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2361 - vae_accuracy: 0.8317 - val_loss: 15.5394 - val_vae_accuracy: 0.9417 Epoch 849/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.1084 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2397 - vae_accuracy: 0.8316 - val_loss: 15.6392 - val_vae_accuracy: 0.9417 Epoch 850/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2160 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2572 - vae_accuracy: 0.8318 - val_loss: 15.6248 - val_vae_accuracy: 0.9419 Epoch 851/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2870 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2525 - vae_accuracy: 0.8318 - val_loss: 15.6825 - val_vae_accuracy: 0.9415 Epoch 852/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1814 - vae_accuracy: 0.8328WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2560 - vae_accuracy: 0.8318 - val_loss: 15.7055 - val_vae_accuracy: 0.9417 Epoch 853/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2648 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2561 - vae_accuracy: 0.8317 - val_loss: 15.5426 - val_vae_accuracy: 0.9420 Epoch 854/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2704 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2962 - vae_accuracy: 0.8316 - val_loss: 15.6785 - val_vae_accuracy: 0.9417 Epoch 855/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.1800 - vae_accuracy: 0.8327WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2933 - vae_accuracy: 0.8317 - val_loss: 15.6639 - val_vae_accuracy: 0.9415 Epoch 856/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3876 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2579 - vae_accuracy: 0.8317 - val_loss: 15.6328 - val_vae_accuracy: 0.9417 Epoch 857/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3595 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2886 - vae_accuracy: 0.8316 - val_loss: 15.6608 - val_vae_accuracy: 0.9415 Epoch 858/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3886 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3137 - vae_accuracy: 0.8315 - val_loss: 15.6882 - val_vae_accuracy: 0.9416 Epoch 859/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.4610 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2570 - vae_accuracy: 0.8317 - val_loss: 15.5868 - val_vae_accuracy: 0.9416 Epoch 860/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1678 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2640 - vae_accuracy: 0.8315 - val_loss: 15.6023 - val_vae_accuracy: 0.9416 Epoch 861/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3154 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2933 - vae_accuracy: 0.8315 - val_loss: 15.6760 - val_vae_accuracy: 0.9416 Epoch 862/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.1317 - vae_accuracy: 0.8332WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2885 - vae_accuracy: 0.8317 - val_loss: 15.8015 - val_vae_accuracy: 0.9413 Epoch 863/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2882 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2872 - vae_accuracy: 0.8316 - val_loss: 15.6305 - val_vae_accuracy: 0.9415 Epoch 864/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.4228 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3930 - vae_accuracy: 0.8314 - val_loss: 15.6482 - val_vae_accuracy: 0.9417 Epoch 865/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2042 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3169 - vae_accuracy: 0.8316 - val_loss: 15.9475 - val_vae_accuracy: 0.9409 Epoch 866/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3578 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2880 - vae_accuracy: 0.8317 - val_loss: 15.6275 - val_vae_accuracy: 0.9417 Epoch 867/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2475 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2475 - vae_accuracy: 0.8317 - val_loss: 15.6536 - val_vae_accuracy: 0.9416 Epoch 868/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.2482 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2949 - vae_accuracy: 0.8316 - val_loss: 15.6142 - val_vae_accuracy: 0.9418 Epoch 869/4000 10200/13600 [=====================>........] - ETA: 0s - loss: 24.0639 - vae_accuracy: 0.8327WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2465 - vae_accuracy: 0.8318 - val_loss: 15.6486 - val_vae_accuracy: 0.9417 Epoch 870/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2554 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2513 - vae_accuracy: 0.8316 - val_loss: 15.6152 - val_vae_accuracy: 0.9415 Epoch 871/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1400 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2428 - vae_accuracy: 0.8315 - val_loss: 15.6776 - val_vae_accuracy: 0.9416 Epoch 872/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3511 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2737 - vae_accuracy: 0.8317 - val_loss: 15.6480 - val_vae_accuracy: 0.9415 Epoch 873/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.2920 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2642 - vae_accuracy: 0.8316 - val_loss: 15.7173 - val_vae_accuracy: 0.9416 Epoch 874/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2351 - vae_accuracy: 0.8307WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2658 - vae_accuracy: 0.8317 - val_loss: 15.7105 - val_vae_accuracy: 0.9415 Epoch 875/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1891 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2588 - vae_accuracy: 0.8316 - val_loss: 15.6416 - val_vae_accuracy: 0.9416 Epoch 876/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.4258 - vae_accuracy: 0.8299WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2463 - vae_accuracy: 0.8316 - val_loss: 15.9383 - val_vae_accuracy: 0.9409 Epoch 877/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.4148 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2332 - vae_accuracy: 0.8317 - val_loss: 15.7264 - val_vae_accuracy: 0.9415 Epoch 878/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3111 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2744 - vae_accuracy: 0.8318 - val_loss: 15.5501 - val_vae_accuracy: 0.9419 Epoch 879/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.3470 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2683 - vae_accuracy: 0.8317 - val_loss: 15.7661 - val_vae_accuracy: 0.9413 Epoch 880/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2080 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2721 - vae_accuracy: 0.8317 - val_loss: 15.7421 - val_vae_accuracy: 0.9417 Epoch 881/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3767 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2950 - vae_accuracy: 0.8316 - val_loss: 15.7312 - val_vae_accuracy: 0.9418 Epoch 882/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2955 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3154 - vae_accuracy: 0.8317 - val_loss: 15.6307 - val_vae_accuracy: 0.9419 Epoch 883/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.1816 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2740 - vae_accuracy: 0.8318 - val_loss: 15.5555 - val_vae_accuracy: 0.9418 Epoch 884/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.2741 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2399 - vae_accuracy: 0.8318 - val_loss: 15.6229 - val_vae_accuracy: 0.9417 Epoch 885/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2456 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2784 - vae_accuracy: 0.8316 - val_loss: 15.5410 - val_vae_accuracy: 0.9417 Epoch 886/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.4518 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2339 - vae_accuracy: 0.8317 - val_loss: 15.5470 - val_vae_accuracy: 0.9417 Epoch 887/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3400 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2705 - vae_accuracy: 0.8317 - val_loss: 15.6813 - val_vae_accuracy: 0.9417 Epoch 888/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.4254 - vae_accuracy: 0.8304WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3226 - vae_accuracy: 0.8317 - val_loss: 15.6483 - val_vae_accuracy: 0.9417 Epoch 889/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.0694 - vae_accuracy: 0.8335WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2744 - vae_accuracy: 0.8316 - val_loss: 15.6023 - val_vae_accuracy: 0.9416 Epoch 890/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3210 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2565 - vae_accuracy: 0.8317 - val_loss: 15.6377 - val_vae_accuracy: 0.9416 Epoch 891/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2462 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2861 - vae_accuracy: 0.8316 - val_loss: 15.6463 - val_vae_accuracy: 0.9416 Epoch 892/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2148 - vae_accuracy: 0.8329WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2877 - vae_accuracy: 0.8316 - val_loss: 15.6172 - val_vae_accuracy: 0.9416 Epoch 893/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.3358 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3201 - vae_accuracy: 0.8316 - val_loss: 15.6058 - val_vae_accuracy: 0.9418 Epoch 894/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.3959 - vae_accuracy: 0.8302WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2735 - vae_accuracy: 0.8316 - val_loss: 15.8646 - val_vae_accuracy: 0.9411 Epoch 895/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2670 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2869 - vae_accuracy: 0.8316 - val_loss: 15.6043 - val_vae_accuracy: 0.9417 Epoch 896/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2452 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2444 - vae_accuracy: 0.8318 - val_loss: 15.6209 - val_vae_accuracy: 0.9417 Epoch 897/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2576 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2627 - vae_accuracy: 0.8317 - val_loss: 15.6428 - val_vae_accuracy: 0.9414 Epoch 898/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2797 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2796 - vae_accuracy: 0.8316 - val_loss: 15.6478 - val_vae_accuracy: 0.9414 Epoch 899/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2509 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2556 - vae_accuracy: 0.8316 - val_loss: 15.7684 - val_vae_accuracy: 0.9413 Epoch 900/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2694 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2433 - vae_accuracy: 0.8316 - val_loss: 15.7122 - val_vae_accuracy: 0.9414 Epoch 901/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1959 - vae_accuracy: 0.8303WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2613 - vae_accuracy: 0.8316 - val_loss: 15.6117 - val_vae_accuracy: 0.9415 Epoch 902/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2758 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2758 - vae_accuracy: 0.8316 - val_loss: 15.6650 - val_vae_accuracy: 0.9414 Epoch 903/4000 9000/13600 [==================>...........] - ETA: 0s - loss: 24.1435 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2170 - vae_accuracy: 0.8317 - val_loss: 15.5863 - val_vae_accuracy: 0.9416 Epoch 904/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2586 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2704 - vae_accuracy: 0.8316 - val_loss: 15.6708 - val_vae_accuracy: 0.9415 Epoch 905/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2471 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2828 - vae_accuracy: 0.8316 - val_loss: 15.9124 - val_vae_accuracy: 0.9411 Epoch 906/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.5033 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2930 - vae_accuracy: 0.8316 - val_loss: 15.6225 - val_vae_accuracy: 0.9416 Epoch 907/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.2191 - vae_accuracy: 0.8330WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2446 - vae_accuracy: 0.8317 - val_loss: 15.8268 - val_vae_accuracy: 0.9412 Epoch 908/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.5549 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3093 - vae_accuracy: 0.8317 - val_loss: 15.6374 - val_vae_accuracy: 0.9417 Epoch 909/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2307 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2307 - vae_accuracy: 0.8317 - val_loss: 15.5765 - val_vae_accuracy: 0.9417 Epoch 910/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.3000 - vae_accuracy: 0.8305WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2386 - vae_accuracy: 0.8317 - val_loss: 15.6879 - val_vae_accuracy: 0.9414 Epoch 911/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.3675 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3365 - vae_accuracy: 0.8317 - val_loss: 15.5733 - val_vae_accuracy: 0.9416 Epoch 912/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2656 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2656 - vae_accuracy: 0.8316 - val_loss: 15.5809 - val_vae_accuracy: 0.9417 Epoch 913/4000 8900/13600 [==================>...........] - ETA: 0s - loss: 24.2594 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2594 - vae_accuracy: 0.8318 - val_loss: 15.5513 - val_vae_accuracy: 0.9418 Epoch 914/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2350 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2262 - vae_accuracy: 0.8318 - val_loss: 15.8868 - val_vae_accuracy: 0.9411 Epoch 915/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2183 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2404 - vae_accuracy: 0.8317 - val_loss: 15.6882 - val_vae_accuracy: 0.9416 Epoch 916/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.0793 - vae_accuracy: 0.8328WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2573 - vae_accuracy: 0.8317 - val_loss: 15.6839 - val_vae_accuracy: 0.9413 Epoch 917/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2826 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2826 - vae_accuracy: 0.8317 - val_loss: 15.7219 - val_vae_accuracy: 0.9415 Epoch 918/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2172 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2538 - vae_accuracy: 0.8317 - val_loss: 15.6580 - val_vae_accuracy: 0.9416 Epoch 919/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2425 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2724 - vae_accuracy: 0.8318 - val_loss: 15.7744 - val_vae_accuracy: 0.9414 Epoch 920/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2692 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2692 - vae_accuracy: 0.8316 - val_loss: 15.7697 - val_vae_accuracy: 0.9414 Epoch 921/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.0251 - vae_accuracy: 0.8330WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2687 - vae_accuracy: 0.8316 - val_loss: 15.5520 - val_vae_accuracy: 0.9418 Epoch 922/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2480 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2506 - vae_accuracy: 0.8317 - val_loss: 15.7727 - val_vae_accuracy: 0.9415 Epoch 923/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.1844 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2466 - vae_accuracy: 0.8317 - val_loss: 15.5868 - val_vae_accuracy: 0.9417 Epoch 924/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2798 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3003 - vae_accuracy: 0.8317 - val_loss: 15.8243 - val_vae_accuracy: 0.9413 Epoch 925/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.1587 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2687 - vae_accuracy: 0.8317 - val_loss: 15.7351 - val_vae_accuracy: 0.9413 Epoch 926/4000 9000/13600 [==================>...........] - ETA: 0s - loss: 24.1697 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2446 - vae_accuracy: 0.8316 - val_loss: 15.6656 - val_vae_accuracy: 0.9414 Epoch 927/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2446 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2446 - vae_accuracy: 0.8318 - val_loss: 15.5774 - val_vae_accuracy: 0.9416 Epoch 928/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.1957 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2538 - vae_accuracy: 0.8317 - val_loss: 15.7211 - val_vae_accuracy: 0.9413 Epoch 929/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.3128 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3128 - vae_accuracy: 0.8315 - val_loss: 15.6576 - val_vae_accuracy: 0.9415 Epoch 930/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.1128 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2419 - vae_accuracy: 0.8316 - val_loss: 15.4983 - val_vae_accuracy: 0.9420 Epoch 931/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2688 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2749 - vae_accuracy: 0.8317 - val_loss: 15.6261 - val_vae_accuracy: 0.9417 Epoch 932/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2618 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2650 - vae_accuracy: 0.8317 - val_loss: 15.7227 - val_vae_accuracy: 0.9414 Epoch 933/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2510 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2732 - vae_accuracy: 0.8317 - val_loss: 15.6911 - val_vae_accuracy: 0.9417 Epoch 934/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2430 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2538 - vae_accuracy: 0.8317 - val_loss: 15.7180 - val_vae_accuracy: 0.9414 Epoch 935/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2587 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2132 - vae_accuracy: 0.8316 - val_loss: 15.6428 - val_vae_accuracy: 0.9413 Epoch 936/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2828 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2535 - vae_accuracy: 0.8315 - val_loss: 15.7163 - val_vae_accuracy: 0.9414 Epoch 937/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2161 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2635 - vae_accuracy: 0.8318 - val_loss: 15.6835 - val_vae_accuracy: 0.9417 Epoch 938/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2137 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2618 - vae_accuracy: 0.8316 - val_loss: 15.6597 - val_vae_accuracy: 0.9416 Epoch 939/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2482 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2482 - vae_accuracy: 0.8316 - val_loss: 15.5683 - val_vae_accuracy: 0.9416 Epoch 940/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2728 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2728 - vae_accuracy: 0.8316 - val_loss: 15.7577 - val_vae_accuracy: 0.9416 Epoch 941/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2918 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2684 - vae_accuracy: 0.8317 - val_loss: 15.6344 - val_vae_accuracy: 0.9417 Epoch 942/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2530 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2530 - vae_accuracy: 0.8317 - val_loss: 15.5987 - val_vae_accuracy: 0.9416 Epoch 943/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2285 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2587 - vae_accuracy: 0.8317 - val_loss: 15.8223 - val_vae_accuracy: 0.9412 Epoch 944/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2363 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2663 - vae_accuracy: 0.8316 - val_loss: 15.7575 - val_vae_accuracy: 0.9413 Epoch 945/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2533 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2463 - vae_accuracy: 0.8316 - val_loss: 15.7279 - val_vae_accuracy: 0.9413 Epoch 946/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2418 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2431 - vae_accuracy: 0.8317 - val_loss: 15.6441 - val_vae_accuracy: 0.9417 Epoch 947/4000 8900/13600 [==================>...........] - ETA: 0s - loss: 24.4910 - vae_accuracy: 0.8305WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2919 - vae_accuracy: 0.8317 - val_loss: 15.6015 - val_vae_accuracy: 0.9417 Epoch 948/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2584 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2899 - vae_accuracy: 0.8316 - val_loss: 15.7840 - val_vae_accuracy: 0.9415 Epoch 949/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2708 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2801 - vae_accuracy: 0.8317 - val_loss: 15.6371 - val_vae_accuracy: 0.9415 Epoch 950/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2912 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2853 - vae_accuracy: 0.8317 - val_loss: 15.7804 - val_vae_accuracy: 0.9412 Epoch 951/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2888 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2888 - vae_accuracy: 0.8316 - val_loss: 15.7102 - val_vae_accuracy: 0.9414 Epoch 952/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.1754 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2301 - vae_accuracy: 0.8317 - val_loss: 15.7512 - val_vae_accuracy: 0.9415 Epoch 953/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3784 - vae_accuracy: 0.8307WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2508 - vae_accuracy: 0.8317 - val_loss: 15.7537 - val_vae_accuracy: 0.9413 Epoch 954/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2528 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2517 - vae_accuracy: 0.8317 - val_loss: 15.7234 - val_vae_accuracy: 0.9415 Epoch 955/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2373 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2373 - vae_accuracy: 0.8317 - val_loss: 15.7900 - val_vae_accuracy: 0.9413 Epoch 956/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2442 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2524 - vae_accuracy: 0.8316 - val_loss: 15.7022 - val_vae_accuracy: 0.9414 Epoch 957/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2668 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3031 - vae_accuracy: 0.8314 - val_loss: 15.8985 - val_vae_accuracy: 0.9408 Epoch 958/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3323 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3142 - vae_accuracy: 0.8316 - val_loss: 15.8085 - val_vae_accuracy: 0.9414 Epoch 959/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2633 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2574 - vae_accuracy: 0.8316 - val_loss: 15.6334 - val_vae_accuracy: 0.9417 Epoch 960/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2618 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2796 - vae_accuracy: 0.8316 - val_loss: 15.7111 - val_vae_accuracy: 0.9417 Epoch 961/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2511 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2658 - vae_accuracy: 0.8317 - val_loss: 15.6420 - val_vae_accuracy: 0.9416 Epoch 962/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2975 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2876 - vae_accuracy: 0.8316 - val_loss: 15.7098 - val_vae_accuracy: 0.9415 Epoch 963/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.3032 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2881 - vae_accuracy: 0.8316 - val_loss: 15.7336 - val_vae_accuracy: 0.9415 Epoch 964/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2616 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2616 - vae_accuracy: 0.8317 - val_loss: 15.7017 - val_vae_accuracy: 0.9416 Epoch 965/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2637 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2388 - vae_accuracy: 0.8317 - val_loss: 15.6273 - val_vae_accuracy: 0.9416 Epoch 966/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2651 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2605 - vae_accuracy: 0.8317 - val_loss: 15.7150 - val_vae_accuracy: 0.9416 Epoch 967/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2131 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2695 - vae_accuracy: 0.8317 - val_loss: 15.6834 - val_vae_accuracy: 0.9415 Epoch 968/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2336 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2809 - vae_accuracy: 0.8316 - val_loss: 15.6359 - val_vae_accuracy: 0.9415 Epoch 969/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2213 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2030 - vae_accuracy: 0.8316 - val_loss: 15.6268 - val_vae_accuracy: 0.9415 Epoch 970/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2827 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2602 - vae_accuracy: 0.8317 - val_loss: 15.6769 - val_vae_accuracy: 0.9416 Epoch 971/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2411 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2411 - vae_accuracy: 0.8317 - val_loss: 15.6905 - val_vae_accuracy: 0.9414 Epoch 972/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2069 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2576 - vae_accuracy: 0.8317 - val_loss: 15.6092 - val_vae_accuracy: 0.9417 Epoch 973/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.1393 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2689 - vae_accuracy: 0.8316 - val_loss: 15.6081 - val_vae_accuracy: 0.9416 Epoch 974/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2497 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2377 - vae_accuracy: 0.8316 - val_loss: 15.6211 - val_vae_accuracy: 0.9416 Epoch 975/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.2504 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2988 - vae_accuracy: 0.8316 - val_loss: 15.7043 - val_vae_accuracy: 0.9415 Epoch 976/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2226 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2685 - vae_accuracy: 0.8317 - val_loss: 15.6640 - val_vae_accuracy: 0.9415 Epoch 977/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3157 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2861 - vae_accuracy: 0.8316 - val_loss: 15.6718 - val_vae_accuracy: 0.9417 Epoch 978/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2407 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2581 - vae_accuracy: 0.8316 - val_loss: 15.7158 - val_vae_accuracy: 0.9413 Epoch 979/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2696 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2696 - vae_accuracy: 0.8315 - val_loss: 15.6338 - val_vae_accuracy: 0.9416 Epoch 980/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2323 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2424 - vae_accuracy: 0.8317 - val_loss: 15.7617 - val_vae_accuracy: 0.9413 Epoch 981/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.3207 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2154 - vae_accuracy: 0.8317 - val_loss: 15.7596 - val_vae_accuracy: 0.9412 Epoch 982/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2807 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2644 - vae_accuracy: 0.8316 - val_loss: 15.6519 - val_vae_accuracy: 0.9417 Epoch 983/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2031 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2556 - vae_accuracy: 0.8317 - val_loss: 15.9213 - val_vae_accuracy: 0.9413 Epoch 984/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2646 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2646 - vae_accuracy: 0.8316 - val_loss: 15.7077 - val_vae_accuracy: 0.9414 Epoch 985/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2341 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2666 - vae_accuracy: 0.8316 - val_loss: 15.5965 - val_vae_accuracy: 0.9416 Epoch 986/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2475 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2475 - vae_accuracy: 0.8317 - val_loss: 15.6936 - val_vae_accuracy: 0.9414 Epoch 987/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2743 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2993 - vae_accuracy: 0.8316 - val_loss: 15.6391 - val_vae_accuracy: 0.9418 Epoch 988/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.3664 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2991 - vae_accuracy: 0.8317 - val_loss: 15.7544 - val_vae_accuracy: 0.9414 Epoch 989/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2353 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2299 - vae_accuracy: 0.8317 - val_loss: 15.7739 - val_vae_accuracy: 0.9412 Epoch 990/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3225 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2895 - vae_accuracy: 0.8316 - val_loss: 15.5941 - val_vae_accuracy: 0.9417 Epoch 991/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2693 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2693 - vae_accuracy: 0.8316 - val_loss: 15.5860 - val_vae_accuracy: 0.9416 Epoch 992/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2446 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2560 - vae_accuracy: 0.8316 - val_loss: 15.5008 - val_vae_accuracy: 0.9417 Epoch 993/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2260 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2308 - vae_accuracy: 0.8317 - val_loss: 15.7884 - val_vae_accuracy: 0.9412 Epoch 994/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2377 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2377 - vae_accuracy: 0.8317 - val_loss: 15.8104 - val_vae_accuracy: 0.9412 Epoch 995/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2559 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2559 - vae_accuracy: 0.8316 - val_loss: 15.7634 - val_vae_accuracy: 0.9412 Epoch 996/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2249 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2579 - vae_accuracy: 0.8317 - val_loss: 15.5801 - val_vae_accuracy: 0.9417 Epoch 997/4000 9000/13600 [==================>...........] - ETA: 0s - loss: 24.2234 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2655 - vae_accuracy: 0.8316 - val_loss: 15.7254 - val_vae_accuracy: 0.9413 Epoch 998/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.3219 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2804 - vae_accuracy: 0.8317 - val_loss: 15.6589 - val_vae_accuracy: 0.9416 Epoch 999/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.3530 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2649 - vae_accuracy: 0.8317 - val_loss: 15.5761 - val_vae_accuracy: 0.9417 Epoch 1000/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2708 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2708 - vae_accuracy: 0.8316 - val_loss: 15.7964 - val_vae_accuracy: 0.9412 Epoch 1001/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2695 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2695 - vae_accuracy: 0.8316 - val_loss: 15.6856 - val_vae_accuracy: 0.9415 Epoch 1002/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.1280 - vae_accuracy: 0.8327WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2407 - vae_accuracy: 0.8316 - val_loss: 15.6481 - val_vae_accuracy: 0.9415 Epoch 1003/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3379 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2857 - vae_accuracy: 0.8315 - val_loss: 15.6734 - val_vae_accuracy: 0.9414 Epoch 1004/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2134 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2551 - vae_accuracy: 0.8316 - val_loss: 15.7678 - val_vae_accuracy: 0.9413 Epoch 1005/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2138 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2846 - vae_accuracy: 0.8316 - val_loss: 15.5980 - val_vae_accuracy: 0.9418 Epoch 1006/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2779 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3036 - vae_accuracy: 0.8315 - val_loss: 15.7264 - val_vae_accuracy: 0.9416 Epoch 1007/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1877 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2659 - vae_accuracy: 0.8317 - val_loss: 15.7715 - val_vae_accuracy: 0.9414 Epoch 1008/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2611 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2664 - vae_accuracy: 0.8316 - val_loss: 15.7196 - val_vae_accuracy: 0.9415 Epoch 1009/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2241 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2586 - vae_accuracy: 0.8317 - val_loss: 15.7156 - val_vae_accuracy: 0.9412 Epoch 1010/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2466 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2614 - vae_accuracy: 0.8316 - val_loss: 15.7977 - val_vae_accuracy: 0.9412 Epoch 1011/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.3093 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2966 - vae_accuracy: 0.8315 - val_loss: 15.6102 - val_vae_accuracy: 0.9415 Epoch 1012/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2744 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3299 - vae_accuracy: 0.8315 - val_loss: 15.6899 - val_vae_accuracy: 0.9415 Epoch 1013/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.1780 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3203 - vae_accuracy: 0.8315 - val_loss: 15.6417 - val_vae_accuracy: 0.9416 Epoch 1014/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2667 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2842 - vae_accuracy: 0.8316 - val_loss: 15.7027 - val_vae_accuracy: 0.9413 Epoch 1015/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2778 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2898 - vae_accuracy: 0.8316 - val_loss: 15.6564 - val_vae_accuracy: 0.9416 Epoch 1016/4000 8900/13600 [==================>...........] - ETA: 0s - loss: 24.2553 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2605 - vae_accuracy: 0.8317 - val_loss: 15.5860 - val_vae_accuracy: 0.9416 Epoch 1017/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.2137 - vae_accuracy: 0.8327WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2323 - vae_accuracy: 0.8316 - val_loss: 15.8772 - val_vae_accuracy: 0.9410 Epoch 1018/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3367 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3023 - vae_accuracy: 0.8316 - val_loss: 15.6652 - val_vae_accuracy: 0.9414 Epoch 1019/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3954 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3224 - vae_accuracy: 0.8315 - val_loss: 15.6964 - val_vae_accuracy: 0.9416 Epoch 1020/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2720 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2415 - vae_accuracy: 0.8318 - val_loss: 15.6690 - val_vae_accuracy: 0.9416 Epoch 1021/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2544 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2299 - vae_accuracy: 0.8317 - val_loss: 15.8075 - val_vae_accuracy: 0.9412 Epoch 1022/4000 8900/13600 [==================>...........] - ETA: 0s - loss: 24.2093 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2649 - vae_accuracy: 0.8317 - val_loss: 15.5669 - val_vae_accuracy: 0.9418 Epoch 1023/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2815 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2574 - vae_accuracy: 0.8317 - val_loss: 15.6599 - val_vae_accuracy: 0.9415 Epoch 1024/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2979 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2790 - vae_accuracy: 0.8316 - val_loss: 15.7327 - val_vae_accuracy: 0.9415 Epoch 1025/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2404 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2637 - vae_accuracy: 0.8318 - val_loss: 15.7745 - val_vae_accuracy: 0.9413 Epoch 1026/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2908 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2355 - vae_accuracy: 0.8317 - val_loss: 15.7834 - val_vae_accuracy: 0.9413 Epoch 1027/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2393 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2710 - vae_accuracy: 0.8317 - val_loss: 15.6354 - val_vae_accuracy: 0.9417 Epoch 1028/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.3316 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2942 - vae_accuracy: 0.8316 - val_loss: 15.7067 - val_vae_accuracy: 0.9416 Epoch 1029/4000 8900/13600 [==================>...........] - ETA: 0s - loss: 24.3869 - vae_accuracy: 0.8301WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2673 - vae_accuracy: 0.8317 - val_loss: 15.6272 - val_vae_accuracy: 0.9415 Epoch 1030/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.4243 - vae_accuracy: 0.8302WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2694 - vae_accuracy: 0.8316 - val_loss: 15.7701 - val_vae_accuracy: 0.9414 Epoch 1031/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2890 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2859 - vae_accuracy: 0.8315 - val_loss: 15.7231 - val_vae_accuracy: 0.9415 Epoch 1032/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2199 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2070 - vae_accuracy: 0.8317 - val_loss: 15.6495 - val_vae_accuracy: 0.9416 Epoch 1033/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.1690 - vae_accuracy: 0.8326WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2495 - vae_accuracy: 0.8317 - val_loss: 15.7426 - val_vae_accuracy: 0.9414 Epoch 1034/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2629 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2978 - vae_accuracy: 0.8316 - val_loss: 15.6775 - val_vae_accuracy: 0.9414 Epoch 1035/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.3340 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2711 - vae_accuracy: 0.8315 - val_loss: 15.7228 - val_vae_accuracy: 0.9415 Epoch 1036/4000 8900/13600 [==================>...........] - ETA: 0s - loss: 24.2856 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2513 - vae_accuracy: 0.8317 - val_loss: 15.7010 - val_vae_accuracy: 0.9413 Epoch 1037/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3274 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2927 - vae_accuracy: 0.8315 - val_loss: 15.8409 - val_vae_accuracy: 0.9412 Epoch 1038/4000 9000/13600 [==================>...........] - ETA: 0s - loss: 24.2032 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2918 - vae_accuracy: 0.8317 - val_loss: 15.6263 - val_vae_accuracy: 0.9417 Epoch 1039/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.1976 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2195 - vae_accuracy: 0.8317 - val_loss: 15.8752 - val_vae_accuracy: 0.9410 Epoch 1040/4000 8800/13600 [==================>...........] - ETA: 0s - loss: 24.4822 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2479 - vae_accuracy: 0.8317 - val_loss: 15.6780 - val_vae_accuracy: 0.9417 Epoch 1041/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3275 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3077 - vae_accuracy: 0.8317 - val_loss: 15.8042 - val_vae_accuracy: 0.9412 Epoch 1042/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2795 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2868 - vae_accuracy: 0.8316 - val_loss: 15.6999 - val_vae_accuracy: 0.9417 Epoch 1043/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2961 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3076 - vae_accuracy: 0.8318 - val_loss: 15.6358 - val_vae_accuracy: 0.9418 Epoch 1044/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2697 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2697 - vae_accuracy: 0.8317 - val_loss: 15.6495 - val_vae_accuracy: 0.9416 Epoch 1045/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2709 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2709 - vae_accuracy: 0.8318 - val_loss: 15.6127 - val_vae_accuracy: 0.9417 Epoch 1046/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2880 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2741 - vae_accuracy: 0.8317 - val_loss: 15.6754 - val_vae_accuracy: 0.9416 Epoch 1047/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2998 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2418 - vae_accuracy: 0.8317 - val_loss: 15.8246 - val_vae_accuracy: 0.9413 Epoch 1048/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.1785 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2320 - vae_accuracy: 0.8317 - val_loss: 15.7265 - val_vae_accuracy: 0.9414 Epoch 1049/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2320 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2324 - vae_accuracy: 0.8317 - val_loss: 15.6969 - val_vae_accuracy: 0.9415 Epoch 1050/4000 8900/13600 [==================>...........] - ETA: 0s - loss: 24.3322 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2501 - vae_accuracy: 0.8316 - val_loss: 15.6246 - val_vae_accuracy: 0.9416 Epoch 1051/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.1260 - vae_accuracy: 0.8331WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2516 - vae_accuracy: 0.8318 - val_loss: 15.8033 - val_vae_accuracy: 0.9414 Epoch 1052/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2287 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2543 - vae_accuracy: 0.8317 - val_loss: 15.5468 - val_vae_accuracy: 0.9417 Epoch 1053/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2527 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2816 - vae_accuracy: 0.8317 - val_loss: 15.6937 - val_vae_accuracy: 0.9416 Epoch 1054/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2066 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2386 - vae_accuracy: 0.8317 - val_loss: 15.8152 - val_vae_accuracy: 0.9412 Epoch 1055/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2278 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2639 - vae_accuracy: 0.8315 - val_loss: 15.9300 - val_vae_accuracy: 0.9410 Epoch 1056/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.3097 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2870 - vae_accuracy: 0.8315 - val_loss: 15.5518 - val_vae_accuracy: 0.9417 Epoch 1057/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2310 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2541 - vae_accuracy: 0.8317 - val_loss: 15.7947 - val_vae_accuracy: 0.9412 Epoch 1058/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2606 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2642 - vae_accuracy: 0.8316 - val_loss: 15.8388 - val_vae_accuracy: 0.9411 Epoch 1059/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2640 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2986 - vae_accuracy: 0.8317 - val_loss: 15.7180 - val_vae_accuracy: 0.9418 Epoch 1060/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2973 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2973 - vae_accuracy: 0.8318 - val_loss: 15.8043 - val_vae_accuracy: 0.9414 Epoch 1061/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2119 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2119 - vae_accuracy: 0.8316 - val_loss: 15.9106 - val_vae_accuracy: 0.9410 Epoch 1062/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.1901 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2503 - vae_accuracy: 0.8316 - val_loss: 15.5581 - val_vae_accuracy: 0.9416 Epoch 1063/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2767 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2448 - vae_accuracy: 0.8317 - val_loss: 15.7320 - val_vae_accuracy: 0.9415 Epoch 1064/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3050 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2972 - vae_accuracy: 0.8316 - val_loss: 15.7132 - val_vae_accuracy: 0.9416 Epoch 1065/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2864 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2864 - vae_accuracy: 0.8317 - val_loss: 15.8256 - val_vae_accuracy: 0.9414 Epoch 1066/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2760 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2760 - vae_accuracy: 0.8317 - val_loss: 15.6516 - val_vae_accuracy: 0.9418 Epoch 1067/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2303 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2493 - vae_accuracy: 0.8318 - val_loss: 15.5935 - val_vae_accuracy: 0.9416 Epoch 1068/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2469 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2469 - vae_accuracy: 0.8316 - val_loss: 15.5538 - val_vae_accuracy: 0.9417 Epoch 1069/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.3145 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3037 - vae_accuracy: 0.8316 - val_loss: 15.8704 - val_vae_accuracy: 0.9413 Epoch 1070/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2861 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2861 - vae_accuracy: 0.8318 - val_loss: 15.8047 - val_vae_accuracy: 0.9414 Epoch 1071/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2931 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2761 - vae_accuracy: 0.8316 - val_loss: 15.6783 - val_vae_accuracy: 0.9414 Epoch 1072/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3596 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3088 - vae_accuracy: 0.8315 - val_loss: 15.7138 - val_vae_accuracy: 0.9416 Epoch 1073/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2454 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2744 - vae_accuracy: 0.8317 - val_loss: 15.6561 - val_vae_accuracy: 0.9416 Epoch 1074/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2131 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2367 - vae_accuracy: 0.8316 - val_loss: 15.7833 - val_vae_accuracy: 0.9411 Epoch 1075/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.3025 - vae_accuracy: 0.8305WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2068 - vae_accuracy: 0.8316 - val_loss: 15.5711 - val_vae_accuracy: 0.9417 Epoch 1076/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2122 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2863 - vae_accuracy: 0.8315 - val_loss: 15.6828 - val_vae_accuracy: 0.9414 Epoch 1077/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2822 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3028 - vae_accuracy: 0.8317 - val_loss: 15.5834 - val_vae_accuracy: 0.9418 Epoch 1078/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2779 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2786 - vae_accuracy: 0.8318 - val_loss: 15.6214 - val_vae_accuracy: 0.9417 Epoch 1079/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2424 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2421 - vae_accuracy: 0.8317 - val_loss: 15.7083 - val_vae_accuracy: 0.9416 Epoch 1080/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2626 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2626 - vae_accuracy: 0.8316 - val_loss: 15.6851 - val_vae_accuracy: 0.9415 Epoch 1081/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2972 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2915 - vae_accuracy: 0.8315 - val_loss: 15.6096 - val_vae_accuracy: 0.9414 Epoch 1082/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3237 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3182 - vae_accuracy: 0.8315 - val_loss: 15.7337 - val_vae_accuracy: 0.9417 Epoch 1083/4000 8900/13600 [==================>...........] - ETA: 0s - loss: 24.2028 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3049 - vae_accuracy: 0.8317 - val_loss: 15.7516 - val_vae_accuracy: 0.9415 Epoch 1084/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2288 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2543 - vae_accuracy: 0.8316 - val_loss: 15.6993 - val_vae_accuracy: 0.9416 Epoch 1085/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2331 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2331 - vae_accuracy: 0.8316 - val_loss: 15.6477 - val_vae_accuracy: 0.9415 Epoch 1086/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2383 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2500 - vae_accuracy: 0.8316 - val_loss: 15.6383 - val_vae_accuracy: 0.9413 Epoch 1087/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2970 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2622 - vae_accuracy: 0.8316 - val_loss: 15.4472 - val_vae_accuracy: 0.9417 Epoch 1088/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.3029 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2973 - vae_accuracy: 0.8317 - val_loss: 15.7698 - val_vae_accuracy: 0.9415 Epoch 1089/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2958 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2711 - vae_accuracy: 0.8317 - val_loss: 15.7437 - val_vae_accuracy: 0.9417 Epoch 1090/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3275 - vae_accuracy: 0.8304WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2668 - vae_accuracy: 0.8317 - val_loss: 15.7910 - val_vae_accuracy: 0.9413 Epoch 1091/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2556 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2490 - vae_accuracy: 0.8318 - val_loss: 15.8318 - val_vae_accuracy: 0.9413 Epoch 1092/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2530 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2780 - vae_accuracy: 0.8316 - val_loss: 15.7384 - val_vae_accuracy: 0.9413 Epoch 1093/4000 8900/13600 [==================>...........] - ETA: 0s - loss: 24.3976 - vae_accuracy: 0.8305WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2928 - vae_accuracy: 0.8317 - val_loss: 15.7624 - val_vae_accuracy: 0.9413 Epoch 1094/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2951 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2836 - vae_accuracy: 0.8317 - val_loss: 15.5950 - val_vae_accuracy: 0.9417 Epoch 1095/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2845 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2845 - vae_accuracy: 0.8317 - val_loss: 15.5927 - val_vae_accuracy: 0.9417 Epoch 1096/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2655 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2517 - vae_accuracy: 0.8316 - val_loss: 15.7222 - val_vae_accuracy: 0.9413 Epoch 1097/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2575 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2575 - vae_accuracy: 0.8316 - val_loss: 15.6581 - val_vae_accuracy: 0.9417 Epoch 1098/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2918 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2556 - vae_accuracy: 0.8317 - val_loss: 15.7750 - val_vae_accuracy: 0.9415 Epoch 1099/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2758 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2850 - vae_accuracy: 0.8317 - val_loss: 15.7550 - val_vae_accuracy: 0.9412 Epoch 1100/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2758 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2886 - vae_accuracy: 0.8316 - val_loss: 15.7954 - val_vae_accuracy: 0.9414 Epoch 1101/4000 9000/13600 [==================>...........] - ETA: 0s - loss: 24.4639 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3377 - vae_accuracy: 0.8317 - val_loss: 15.7479 - val_vae_accuracy: 0.9417 Epoch 1102/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2901 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2780 - vae_accuracy: 0.8318 - val_loss: 15.6954 - val_vae_accuracy: 0.9416 Epoch 1103/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2591 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2560 - vae_accuracy: 0.8317 - val_loss: 15.6861 - val_vae_accuracy: 0.9415 Epoch 1104/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2955 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2512 - vae_accuracy: 0.8316 - val_loss: 15.6648 - val_vae_accuracy: 0.9417 Epoch 1105/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2654 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2602 - vae_accuracy: 0.8317 - val_loss: 15.7416 - val_vae_accuracy: 0.9415 Epoch 1106/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.3051 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2981 - vae_accuracy: 0.8317 - val_loss: 15.7475 - val_vae_accuracy: 0.9416 Epoch 1107/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2736 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2772 - vae_accuracy: 0.8317 - val_loss: 15.6966 - val_vae_accuracy: 0.9416 Epoch 1108/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2427 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2427 - vae_accuracy: 0.8316 - val_loss: 15.7087 - val_vae_accuracy: 0.9414 Epoch 1109/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2831 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2831 - vae_accuracy: 0.8316 - val_loss: 15.6921 - val_vae_accuracy: 0.9413 Epoch 1110/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2643 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2766 - vae_accuracy: 0.8315 - val_loss: 15.7513 - val_vae_accuracy: 0.9415 Epoch 1111/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2780 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2859 - vae_accuracy: 0.8318 - val_loss: 15.6698 - val_vae_accuracy: 0.9417 Epoch 1112/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2499 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2499 - vae_accuracy: 0.8317 - val_loss: 15.7324 - val_vae_accuracy: 0.9415 Epoch 1113/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2773 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2773 - vae_accuracy: 0.8316 - val_loss: 15.7982 - val_vae_accuracy: 0.9414 Epoch 1114/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2146 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2460 - vae_accuracy: 0.8317 - val_loss: 15.6627 - val_vae_accuracy: 0.9416 Epoch 1115/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3911 - vae_accuracy: 0.8303WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2551 - vae_accuracy: 0.8316 - val_loss: 15.6992 - val_vae_accuracy: 0.9413 Epoch 1116/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2028 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2548 - vae_accuracy: 0.8316 - val_loss: 15.6935 - val_vae_accuracy: 0.9416 Epoch 1117/4000 9000/13600 [==================>...........] - ETA: 0s - loss: 24.2460 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2520 - vae_accuracy: 0.8316 - val_loss: 15.7990 - val_vae_accuracy: 0.9411 Epoch 1118/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3364 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2997 - vae_accuracy: 0.8314 - val_loss: 15.7762 - val_vae_accuracy: 0.9411 Epoch 1119/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2980 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2728 - vae_accuracy: 0.8317 - val_loss: 15.7485 - val_vae_accuracy: 0.9416 Epoch 1120/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.3032 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3125 - vae_accuracy: 0.8316 - val_loss: 15.6889 - val_vae_accuracy: 0.9417 Epoch 1121/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3307 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2880 - vae_accuracy: 0.8317 - val_loss: 15.6655 - val_vae_accuracy: 0.9418 Epoch 1122/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2847 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2847 - vae_accuracy: 0.8318 - val_loss: 15.6660 - val_vae_accuracy: 0.9415 Epoch 1123/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.2377 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2524 - vae_accuracy: 0.8316 - val_loss: 15.6953 - val_vae_accuracy: 0.9415 Epoch 1124/4000 8900/13600 [==================>...........] - ETA: 0s - loss: 24.2140 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2962 - vae_accuracy: 0.8316 - val_loss: 15.5160 - val_vae_accuracy: 0.9418 Epoch 1125/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2975 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2889 - vae_accuracy: 0.8316 - val_loss: 15.7564 - val_vae_accuracy: 0.9414 Epoch 1126/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.3300 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2857 - vae_accuracy: 0.8316 - val_loss: 15.6758 - val_vae_accuracy: 0.9417 Epoch 1127/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.1753 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2072 - vae_accuracy: 0.8317 - val_loss: 15.7933 - val_vae_accuracy: 0.9411 Epoch 1128/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2917 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2592 - vae_accuracy: 0.8317 - val_loss: 15.8731 - val_vae_accuracy: 0.9410 Epoch 1129/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2313 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2877 - vae_accuracy: 0.8317 - val_loss: 15.6350 - val_vae_accuracy: 0.9416 Epoch 1130/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2695 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2695 - vae_accuracy: 0.8316 - val_loss: 15.7701 - val_vae_accuracy: 0.9412 Epoch 1131/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2979 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2733 - vae_accuracy: 0.8316 - val_loss: 15.5578 - val_vae_accuracy: 0.9418 Epoch 1132/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2518 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2518 - vae_accuracy: 0.8316 - val_loss: 15.7657 - val_vae_accuracy: 0.9414 Epoch 1133/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2350 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2408 - vae_accuracy: 0.8317 - val_loss: 15.8622 - val_vae_accuracy: 0.9410 Epoch 1134/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2920 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2810 - vae_accuracy: 0.8316 - val_loss: 15.6315 - val_vae_accuracy: 0.9416 Epoch 1135/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2496 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2592 - vae_accuracy: 0.8316 - val_loss: 15.7079 - val_vae_accuracy: 0.9413 Epoch 1136/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2592 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2451 - vae_accuracy: 0.8317 - val_loss: 15.7560 - val_vae_accuracy: 0.9413 Epoch 1137/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.2253 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2193 - vae_accuracy: 0.8317 - val_loss: 15.7174 - val_vae_accuracy: 0.9414 Epoch 1138/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2955 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2736 - vae_accuracy: 0.8316 - val_loss: 15.7727 - val_vae_accuracy: 0.9415 Epoch 1139/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.3397 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2661 - vae_accuracy: 0.8317 - val_loss: 15.6767 - val_vae_accuracy: 0.9415 Epoch 1140/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2744 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2731 - vae_accuracy: 0.8316 - val_loss: 15.7585 - val_vae_accuracy: 0.9414 Epoch 1141/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2676 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2813 - vae_accuracy: 0.8316 - val_loss: 15.7026 - val_vae_accuracy: 0.9414 Epoch 1142/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.3132 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2920 - vae_accuracy: 0.8317 - val_loss: 15.7861 - val_vae_accuracy: 0.9416 Epoch 1143/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2989 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3058 - vae_accuracy: 0.8316 - val_loss: 15.8186 - val_vae_accuracy: 0.9412 Epoch 1144/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.3174 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2569 - vae_accuracy: 0.8316 - val_loss: 15.6164 - val_vae_accuracy: 0.9416 Epoch 1145/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2349 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2299 - vae_accuracy: 0.8317 - val_loss: 15.7749 - val_vae_accuracy: 0.9412 Epoch 1146/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3502 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2730 - vae_accuracy: 0.8315 - val_loss: 15.7222 - val_vae_accuracy: 0.9414 Epoch 1147/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2829 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2721 - vae_accuracy: 0.8316 - val_loss: 15.6789 - val_vae_accuracy: 0.9416 Epoch 1148/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2429 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2810 - vae_accuracy: 0.8317 - val_loss: 15.8197 - val_vae_accuracy: 0.9414 Epoch 1149/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2901 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2684 - vae_accuracy: 0.8318 - val_loss: 15.6240 - val_vae_accuracy: 0.9416 Epoch 1150/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2869 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2595 - vae_accuracy: 0.8317 - val_loss: 15.8036 - val_vae_accuracy: 0.9413 Epoch 1151/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2446 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2447 - vae_accuracy: 0.8317 - val_loss: 15.7868 - val_vae_accuracy: 0.9412 Epoch 1152/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2756 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2608 - vae_accuracy: 0.8317 - val_loss: 15.7969 - val_vae_accuracy: 0.9413 Epoch 1153/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2531 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2626 - vae_accuracy: 0.8317 - val_loss: 15.8112 - val_vae_accuracy: 0.9411 Epoch 1154/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2711 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2847 - vae_accuracy: 0.8316 - val_loss: 15.7981 - val_vae_accuracy: 0.9412 Epoch 1155/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2714 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2602 - vae_accuracy: 0.8317 - val_loss: 15.7259 - val_vae_accuracy: 0.9415 Epoch 1156/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3266 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2893 - vae_accuracy: 0.8317 - val_loss: 15.8158 - val_vae_accuracy: 0.9414 Epoch 1157/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2330 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2228 - vae_accuracy: 0.8317 - val_loss: 15.6738 - val_vae_accuracy: 0.9414 Epoch 1158/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2059 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2349 - vae_accuracy: 0.8316 - val_loss: 15.6737 - val_vae_accuracy: 0.9414 Epoch 1159/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.3277 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2782 - vae_accuracy: 0.8316 - val_loss: 15.6173 - val_vae_accuracy: 0.9417 Epoch 1160/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2330 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2623 - vae_accuracy: 0.8317 - val_loss: 15.6383 - val_vae_accuracy: 0.9416 Epoch 1161/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.3477 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2957 - vae_accuracy: 0.8315 - val_loss: 15.7129 - val_vae_accuracy: 0.9413 Epoch 1162/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1825 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2675 - vae_accuracy: 0.8316 - val_loss: 15.8003 - val_vae_accuracy: 0.9415 Epoch 1163/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2579 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2784 - vae_accuracy: 0.8317 - val_loss: 15.7663 - val_vae_accuracy: 0.9414 Epoch 1164/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2312 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2436 - vae_accuracy: 0.8316 - val_loss: 15.8007 - val_vae_accuracy: 0.9411 Epoch 1165/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2182 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2405 - vae_accuracy: 0.8317 - val_loss: 15.7108 - val_vae_accuracy: 0.9415 Epoch 1166/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.3257 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3325 - vae_accuracy: 0.8316 - val_loss: 15.6890 - val_vae_accuracy: 0.9417 Epoch 1167/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2901 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2785 - vae_accuracy: 0.8317 - val_loss: 15.8648 - val_vae_accuracy: 0.9412 Epoch 1168/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2300 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2817 - vae_accuracy: 0.8316 - val_loss: 15.6516 - val_vae_accuracy: 0.9416 Epoch 1169/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2977 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3179 - vae_accuracy: 0.8316 - val_loss: 15.7611 - val_vae_accuracy: 0.9413 Epoch 1170/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2377 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2542 - vae_accuracy: 0.8316 - val_loss: 15.6784 - val_vae_accuracy: 0.9414 Epoch 1171/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2897 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2897 - vae_accuracy: 0.8315 - val_loss: 15.6347 - val_vae_accuracy: 0.9417 Epoch 1172/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2819 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2976 - vae_accuracy: 0.8317 - val_loss: 15.8129 - val_vae_accuracy: 0.9414 Epoch 1173/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2393 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2419 - vae_accuracy: 0.8316 - val_loss: 15.8505 - val_vae_accuracy: 0.9414 Epoch 1174/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2993 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2467 - vae_accuracy: 0.8317 - val_loss: 15.8456 - val_vae_accuracy: 0.9412 Epoch 1175/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2641 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2660 - vae_accuracy: 0.8316 - val_loss: 15.8672 - val_vae_accuracy: 0.9411 Epoch 1176/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2155 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2900 - vae_accuracy: 0.8316 - val_loss: 15.5139 - val_vae_accuracy: 0.9418 Epoch 1177/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.1925 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2834 - vae_accuracy: 0.8317 - val_loss: 15.6260 - val_vae_accuracy: 0.9417 Epoch 1178/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2655 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2365 - vae_accuracy: 0.8317 - val_loss: 15.6452 - val_vae_accuracy: 0.9415 Epoch 1179/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2332 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2416 - vae_accuracy: 0.8317 - val_loss: 15.7376 - val_vae_accuracy: 0.9415 Epoch 1180/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2395 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2447 - vae_accuracy: 0.8317 - val_loss: 15.7893 - val_vae_accuracy: 0.9414 Epoch 1181/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.1993 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2731 - vae_accuracy: 0.8316 - val_loss: 15.6759 - val_vae_accuracy: 0.9416 Epoch 1182/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.3486 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2725 - vae_accuracy: 0.8315 - val_loss: 15.7660 - val_vae_accuracy: 0.9413 Epoch 1183/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2600 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2555 - vae_accuracy: 0.8316 - val_loss: 15.6180 - val_vae_accuracy: 0.9415 Epoch 1184/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2873 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2876 - vae_accuracy: 0.8317 - val_loss: 15.6524 - val_vae_accuracy: 0.9417 Epoch 1185/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2552 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2587 - vae_accuracy: 0.8317 - val_loss: 15.7515 - val_vae_accuracy: 0.9413 Epoch 1186/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.1846 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2646 - vae_accuracy: 0.8316 - val_loss: 15.6583 - val_vae_accuracy: 0.9415 Epoch 1187/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2052 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2121 - vae_accuracy: 0.8317 - val_loss: 15.7833 - val_vae_accuracy: 0.9412 Epoch 1188/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2420 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2420 - vae_accuracy: 0.8317 - val_loss: 15.8231 - val_vae_accuracy: 0.9414 Epoch 1189/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2419 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2528 - vae_accuracy: 0.8316 - val_loss: 15.7618 - val_vae_accuracy: 0.9413 Epoch 1190/4000 12200/13600 [=========================>....] - ETA: 0s - loss: 24.3205 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2624 - vae_accuracy: 0.8316 - val_loss: 15.6239 - val_vae_accuracy: 0.9415 Epoch 1191/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2969 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2579 - vae_accuracy: 0.8317 - val_loss: 15.7673 - val_vae_accuracy: 0.9412 Epoch 1192/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2704 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2790 - vae_accuracy: 0.8315 - val_loss: 15.6048 - val_vae_accuracy: 0.9416 Epoch 1193/4000 11700/13600 [========================>.....] - ETA: 0s - loss: 24.3121 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2841 - vae_accuracy: 0.8316 - val_loss: 15.9491 - val_vae_accuracy: 0.9409 Epoch 1194/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2106 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3018 - vae_accuracy: 0.8318 - val_loss: 15.6804 - val_vae_accuracy: 0.9417 Epoch 1195/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2673 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2673 - vae_accuracy: 0.8316 - val_loss: 15.7593 - val_vae_accuracy: 0.9413 Epoch 1196/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3470 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2442 - vae_accuracy: 0.8317 - val_loss: 15.5863 - val_vae_accuracy: 0.9417 Epoch 1197/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.4409 - vae_accuracy: 0.8306WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2514 - vae_accuracy: 0.8317 - val_loss: 15.7244 - val_vae_accuracy: 0.9413 Epoch 1198/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.1416 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3200 - vae_accuracy: 0.8316 - val_loss: 15.7508 - val_vae_accuracy: 0.9416 Epoch 1199/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2700 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2844 - vae_accuracy: 0.8316 - val_loss: 15.7321 - val_vae_accuracy: 0.9414 Epoch 1200/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.2896 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2718 - vae_accuracy: 0.8316 - val_loss: 15.6380 - val_vae_accuracy: 0.9417 Epoch 1201/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.1936 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2886 - vae_accuracy: 0.8317 - val_loss: 15.6211 - val_vae_accuracy: 0.9418 Epoch 1202/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3537 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2856 - vae_accuracy: 0.8317 - val_loss: 16.0165 - val_vae_accuracy: 0.9407 Epoch 1203/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2916 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3127 - vae_accuracy: 0.8316 - val_loss: 15.5831 - val_vae_accuracy: 0.9417 Epoch 1204/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2369 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2369 - vae_accuracy: 0.8317 - val_loss: 15.6680 - val_vae_accuracy: 0.9416 Epoch 1205/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2707 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2872 - vae_accuracy: 0.8315 - val_loss: 15.5042 - val_vae_accuracy: 0.9418 Epoch 1206/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2720 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2547 - vae_accuracy: 0.8316 - val_loss: 15.5943 - val_vae_accuracy: 0.9415 Epoch 1207/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3929 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3231 - vae_accuracy: 0.8315 - val_loss: 15.8081 - val_vae_accuracy: 0.9411 Epoch 1208/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.4363 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2457 - vae_accuracy: 0.8317 - val_loss: 15.6206 - val_vae_accuracy: 0.9418 Epoch 1209/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2078 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2791 - vae_accuracy: 0.8316 - val_loss: 15.7578 - val_vae_accuracy: 0.9414 Epoch 1210/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.1141 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2599 - vae_accuracy: 0.8317 - val_loss: 15.7995 - val_vae_accuracy: 0.9416 Epoch 1211/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3173 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2903 - vae_accuracy: 0.8318 - val_loss: 15.7855 - val_vae_accuracy: 0.9412 Epoch 1212/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2346 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2654 - vae_accuracy: 0.8316 - val_loss: 15.5758 - val_vae_accuracy: 0.9418 Epoch 1213/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.1614 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2289 - vae_accuracy: 0.8318 - val_loss: 15.6669 - val_vae_accuracy: 0.9415 Epoch 1214/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.0905 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2391 - vae_accuracy: 0.8317 - val_loss: 15.6163 - val_vae_accuracy: 0.9417 Epoch 1215/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2630 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2757 - vae_accuracy: 0.8316 - val_loss: 15.6913 - val_vae_accuracy: 0.9414 Epoch 1216/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.2571 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2727 - vae_accuracy: 0.8316 - val_loss: 15.5500 - val_vae_accuracy: 0.9417 Epoch 1217/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1616 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2540 - vae_accuracy: 0.8317 - val_loss: 15.6453 - val_vae_accuracy: 0.9417 Epoch 1218/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.4660 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2852 - vae_accuracy: 0.8316 - val_loss: 15.7322 - val_vae_accuracy: 0.9415 Epoch 1219/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.1679 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2634 - vae_accuracy: 0.8317 - val_loss: 15.6335 - val_vae_accuracy: 0.9418 Epoch 1220/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2547 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2485 - vae_accuracy: 0.8317 - val_loss: 15.5423 - val_vae_accuracy: 0.9417 Epoch 1221/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2182 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2444 - vae_accuracy: 0.8316 - val_loss: 15.5733 - val_vae_accuracy: 0.9417 Epoch 1222/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2594 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3009 - vae_accuracy: 0.8317 - val_loss: 15.6723 - val_vae_accuracy: 0.9420 Epoch 1223/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2350 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2717 - vae_accuracy: 0.8316 - val_loss: 15.7275 - val_vae_accuracy: 0.9415 Epoch 1224/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2746 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2935 - vae_accuracy: 0.8317 - val_loss: 15.7033 - val_vae_accuracy: 0.9416 Epoch 1225/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2852 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2951 - vae_accuracy: 0.8317 - val_loss: 15.5835 - val_vae_accuracy: 0.9417 Epoch 1226/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2990 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3023 - vae_accuracy: 0.8315 - val_loss: 15.6297 - val_vae_accuracy: 0.9416 Epoch 1227/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.3125 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2578 - vae_accuracy: 0.8317 - val_loss: 15.5531 - val_vae_accuracy: 0.9418 Epoch 1228/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.0658 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2473 - vae_accuracy: 0.8317 - val_loss: 15.5939 - val_vae_accuracy: 0.9417 Epoch 1229/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2723 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2723 - vae_accuracy: 0.8316 - val_loss: 15.6809 - val_vae_accuracy: 0.9415 Epoch 1230/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3284 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2780 - vae_accuracy: 0.8318 - val_loss: 15.7273 - val_vae_accuracy: 0.9413 Epoch 1231/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.3054 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3054 - vae_accuracy: 0.8316 - val_loss: 15.6691 - val_vae_accuracy: 0.9417 Epoch 1232/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2632 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2837 - vae_accuracy: 0.8317 - val_loss: 15.6504 - val_vae_accuracy: 0.9417 Epoch 1233/4000 8900/13600 [==================>...........] - ETA: 0s - loss: 24.1474 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2444 - vae_accuracy: 0.8317 - val_loss: 15.5236 - val_vae_accuracy: 0.9419 Epoch 1234/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2528 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2598 - vae_accuracy: 0.8316 - val_loss: 15.6605 - val_vae_accuracy: 0.9417 Epoch 1235/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.0489 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2743 - vae_accuracy: 0.8317 - val_loss: 15.7478 - val_vae_accuracy: 0.9415 Epoch 1236/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2522 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2522 - vae_accuracy: 0.8317 - val_loss: 15.7027 - val_vae_accuracy: 0.9417 Epoch 1237/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2693 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2587 - vae_accuracy: 0.8318 - val_loss: 15.6421 - val_vae_accuracy: 0.9417 Epoch 1238/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3031 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2882 - vae_accuracy: 0.8316 - val_loss: 15.8359 - val_vae_accuracy: 0.9411 Epoch 1239/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.3090 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2711 - vae_accuracy: 0.8316 - val_loss: 15.7350 - val_vae_accuracy: 0.9414 Epoch 1240/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2507 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2559 - vae_accuracy: 0.8317 - val_loss: 15.5969 - val_vae_accuracy: 0.9416 Epoch 1241/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2667 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2695 - vae_accuracy: 0.8317 - val_loss: 15.6796 - val_vae_accuracy: 0.9416 Epoch 1242/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2311 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2395 - vae_accuracy: 0.8317 - val_loss: 15.6420 - val_vae_accuracy: 0.9417 Epoch 1243/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2672 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2781 - vae_accuracy: 0.8316 - val_loss: 15.6435 - val_vae_accuracy: 0.9415 Epoch 1244/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3002 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2772 - vae_accuracy: 0.8317 - val_loss: 15.8322 - val_vae_accuracy: 0.9412 Epoch 1245/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2411 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2646 - vae_accuracy: 0.8317 - val_loss: 15.7138 - val_vae_accuracy: 0.9414 Epoch 1246/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2779 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2748 - vae_accuracy: 0.8316 - val_loss: 15.7378 - val_vae_accuracy: 0.9414 Epoch 1247/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2218 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2505 - vae_accuracy: 0.8316 - val_loss: 15.7000 - val_vae_accuracy: 0.9416 Epoch 1248/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3141 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2918 - vae_accuracy: 0.8316 - val_loss: 15.6932 - val_vae_accuracy: 0.9416 Epoch 1249/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2638 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2638 - vae_accuracy: 0.8316 - val_loss: 15.5278 - val_vae_accuracy: 0.9417 Epoch 1250/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2813 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2620 - vae_accuracy: 0.8317 - val_loss: 15.7266 - val_vae_accuracy: 0.9415 Epoch 1251/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2310 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2481 - vae_accuracy: 0.8317 - val_loss: 15.7101 - val_vae_accuracy: 0.9415 Epoch 1252/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2012 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2383 - vae_accuracy: 0.8316 - val_loss: 15.7448 - val_vae_accuracy: 0.9413 Epoch 1253/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.1904 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2395 - vae_accuracy: 0.8317 - val_loss: 15.5723 - val_vae_accuracy: 0.9417 Epoch 1254/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2246 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2366 - vae_accuracy: 0.8317 - val_loss: 15.7827 - val_vae_accuracy: 0.9413 Epoch 1255/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2983 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2722 - vae_accuracy: 0.8315 - val_loss: 15.6927 - val_vae_accuracy: 0.9414 Epoch 1256/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2382 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2580 - vae_accuracy: 0.8317 - val_loss: 15.6502 - val_vae_accuracy: 0.9417 Epoch 1257/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2832 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2578 - vae_accuracy: 0.8317 - val_loss: 15.6648 - val_vae_accuracy: 0.9417 Epoch 1258/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2724 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2361 - vae_accuracy: 0.8317 - val_loss: 15.5934 - val_vae_accuracy: 0.9416 Epoch 1259/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2652 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2598 - vae_accuracy: 0.8316 - val_loss: 15.7141 - val_vae_accuracy: 0.9414 Epoch 1260/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2751 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2667 - vae_accuracy: 0.8317 - val_loss: 15.6878 - val_vae_accuracy: 0.9414 Epoch 1261/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.3193 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2541 - vae_accuracy: 0.8317 - val_loss: 15.7177 - val_vae_accuracy: 0.9415 Epoch 1262/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2596 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2634 - vae_accuracy: 0.8316 - val_loss: 15.6764 - val_vae_accuracy: 0.9415 Epoch 1263/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2470 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2264 - vae_accuracy: 0.8317 - val_loss: 15.7174 - val_vae_accuracy: 0.9415 Epoch 1264/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3027 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2644 - vae_accuracy: 0.8316 - val_loss: 15.6781 - val_vae_accuracy: 0.9414 Epoch 1265/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2826 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2637 - vae_accuracy: 0.8315 - val_loss: 15.9102 - val_vae_accuracy: 0.9410 Epoch 1266/4000 8900/13600 [==================>...........] - ETA: 0s - loss: 24.2488 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2891 - vae_accuracy: 0.8317 - val_loss: 15.7293 - val_vae_accuracy: 0.9415 Epoch 1267/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2393 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2608 - vae_accuracy: 0.8317 - val_loss: 15.7111 - val_vae_accuracy: 0.9415 Epoch 1268/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2930 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3040 - vae_accuracy: 0.8317 - val_loss: 15.7416 - val_vae_accuracy: 0.9416 Epoch 1269/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2862 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2852 - vae_accuracy: 0.8317 - val_loss: 15.6088 - val_vae_accuracy: 0.9417 Epoch 1270/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2359 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2381 - vae_accuracy: 0.8317 - val_loss: 15.6582 - val_vae_accuracy: 0.9414 Epoch 1271/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2505 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2345 - vae_accuracy: 0.8316 - val_loss: 15.6374 - val_vae_accuracy: 0.9416 Epoch 1272/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2361 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2375 - vae_accuracy: 0.8316 - val_loss: 15.5881 - val_vae_accuracy: 0.9417 Epoch 1273/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.1863 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2143 - vae_accuracy: 0.8316 - val_loss: 15.7086 - val_vae_accuracy: 0.9413 Epoch 1274/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3092 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3248 - vae_accuracy: 0.8314 - val_loss: 15.8169 - val_vae_accuracy: 0.9412 Epoch 1275/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2727 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2871 - vae_accuracy: 0.8316 - val_loss: 15.5672 - val_vae_accuracy: 0.9417 Epoch 1276/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2558 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2491 - vae_accuracy: 0.8318 - val_loss: 15.5178 - val_vae_accuracy: 0.9418 Epoch 1277/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2533 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2806 - vae_accuracy: 0.8316 - val_loss: 15.6101 - val_vae_accuracy: 0.9417 Epoch 1278/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2452 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2573 - vae_accuracy: 0.8316 - val_loss: 15.6754 - val_vae_accuracy: 0.9415 Epoch 1279/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2913 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2834 - vae_accuracy: 0.8316 - val_loss: 15.7826 - val_vae_accuracy: 0.9415 Epoch 1280/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3372 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3192 - vae_accuracy: 0.8316 - val_loss: 15.5851 - val_vae_accuracy: 0.9416 Epoch 1281/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3185 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2796 - vae_accuracy: 0.8316 - val_loss: 15.6535 - val_vae_accuracy: 0.9416 Epoch 1282/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2284 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2564 - vae_accuracy: 0.8316 - val_loss: 15.7479 - val_vae_accuracy: 0.9413 Epoch 1283/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3142 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3213 - vae_accuracy: 0.8315 - val_loss: 15.5668 - val_vae_accuracy: 0.9419 Epoch 1284/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.4150 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3592 - vae_accuracy: 0.8314 - val_loss: 15.9203 - val_vae_accuracy: 0.9411 Epoch 1285/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2906 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2625 - vae_accuracy: 0.8317 - val_loss: 15.6743 - val_vae_accuracy: 0.9416 Epoch 1286/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2797 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3123 - vae_accuracy: 0.8315 - val_loss: 15.9239 - val_vae_accuracy: 0.9411 Epoch 1287/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2806 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2723 - vae_accuracy: 0.8316 - val_loss: 15.6925 - val_vae_accuracy: 0.9416 Epoch 1288/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2490 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2658 - vae_accuracy: 0.8316 - val_loss: 15.8908 - val_vae_accuracy: 0.9411 Epoch 1289/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2974 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3076 - vae_accuracy: 0.8317 - val_loss: 15.6212 - val_vae_accuracy: 0.9417 Epoch 1290/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3006 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3091 - vae_accuracy: 0.8316 - val_loss: 15.6521 - val_vae_accuracy: 0.9417 Epoch 1291/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2441 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2398 - vae_accuracy: 0.8317 - val_loss: 15.7087 - val_vae_accuracy: 0.9414 Epoch 1292/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.4424 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2987 - vae_accuracy: 0.8316 - val_loss: 15.5464 - val_vae_accuracy: 0.9418 Epoch 1293/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2660 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2593 - vae_accuracy: 0.8317 - val_loss: 15.8378 - val_vae_accuracy: 0.9410 Epoch 1294/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2368 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2654 - vae_accuracy: 0.8317 - val_loss: 15.7188 - val_vae_accuracy: 0.9414 Epoch 1295/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2940 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2744 - vae_accuracy: 0.8317 - val_loss: 15.7279 - val_vae_accuracy: 0.9417 Epoch 1296/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2709 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2761 - vae_accuracy: 0.8317 - val_loss: 15.7131 - val_vae_accuracy: 0.9416 Epoch 1297/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3337 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2924 - vae_accuracy: 0.8316 - val_loss: 15.7984 - val_vae_accuracy: 0.9415 Epoch 1298/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2760 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2735 - vae_accuracy: 0.8317 - val_loss: 15.7413 - val_vae_accuracy: 0.9414 Epoch 1299/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2135 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2502 - vae_accuracy: 0.8316 - val_loss: 15.6649 - val_vae_accuracy: 0.9414 Epoch 1300/4000 8800/13600 [==================>...........] - ETA: 0s - loss: 24.2197 - vae_accuracy: 0.8331WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2825 - vae_accuracy: 0.8316 - val_loss: 15.6279 - val_vae_accuracy: 0.9417 Epoch 1301/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2613 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2410 - vae_accuracy: 0.8316 - val_loss: 15.6758 - val_vae_accuracy: 0.9416 Epoch 1302/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.3039 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2807 - vae_accuracy: 0.8317 - val_loss: 15.6952 - val_vae_accuracy: 0.9417 Epoch 1303/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2263 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2263 - vae_accuracy: 0.8317 - val_loss: 15.9125 - val_vae_accuracy: 0.9410 Epoch 1304/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2108 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2265 - vae_accuracy: 0.8316 - val_loss: 15.6289 - val_vae_accuracy: 0.9417 Epoch 1305/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2826 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2942 - vae_accuracy: 0.8316 - val_loss: 15.6870 - val_vae_accuracy: 0.9415 Epoch 1306/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2836 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2836 - vae_accuracy: 0.8316 - val_loss: 15.7499 - val_vae_accuracy: 0.9415 Epoch 1307/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2241 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2726 - vae_accuracy: 0.8318 - val_loss: 15.5953 - val_vae_accuracy: 0.9417 Epoch 1308/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.3001 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3040 - vae_accuracy: 0.8315 - val_loss: 15.7263 - val_vae_accuracy: 0.9414 Epoch 1309/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.3390 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2854 - vae_accuracy: 0.8316 - val_loss: 15.6105 - val_vae_accuracy: 0.9417 Epoch 1310/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2350 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2581 - vae_accuracy: 0.8316 - val_loss: 15.7821 - val_vae_accuracy: 0.9412 Epoch 1311/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2631 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2610 - vae_accuracy: 0.8317 - val_loss: 15.9079 - val_vae_accuracy: 0.9410 Epoch 1312/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.2247 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2732 - vae_accuracy: 0.8316 - val_loss: 15.7323 - val_vae_accuracy: 0.9414 Epoch 1313/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.3361 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3001 - vae_accuracy: 0.8317 - val_loss: 15.6733 - val_vae_accuracy: 0.9416 Epoch 1314/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2254 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2599 - vae_accuracy: 0.8318 - val_loss: 15.7759 - val_vae_accuracy: 0.9413 Epoch 1315/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.3183 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2345 - vae_accuracy: 0.8317 - val_loss: 15.6234 - val_vae_accuracy: 0.9416 Epoch 1316/4000 11600/13600 [========================>.....] - ETA: 0s - loss: 24.1453 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2426 - vae_accuracy: 0.8317 - val_loss: 15.5686 - val_vae_accuracy: 0.9417 Epoch 1317/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.3597 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3014 - vae_accuracy: 0.8315 - val_loss: 15.5954 - val_vae_accuracy: 0.9415 Epoch 1318/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2923 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2477 - vae_accuracy: 0.8317 - val_loss: 15.7523 - val_vae_accuracy: 0.9414 Epoch 1319/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2498 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2327 - vae_accuracy: 0.8317 - val_loss: 15.6209 - val_vae_accuracy: 0.9415 Epoch 1320/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.1761 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2466 - vae_accuracy: 0.8317 - val_loss: 15.7095 - val_vae_accuracy: 0.9413 Epoch 1321/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.3441 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3156 - vae_accuracy: 0.8316 - val_loss: 15.6289 - val_vae_accuracy: 0.9417 Epoch 1322/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2380 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2005 - vae_accuracy: 0.8317 - val_loss: 15.6729 - val_vae_accuracy: 0.9415 Epoch 1323/4000 11800/13600 [=========================>....] - ETA: 0s - loss: 24.2901 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2541 - vae_accuracy: 0.8317 - val_loss: 15.7986 - val_vae_accuracy: 0.9413 Epoch 1324/4000 11400/13600 [========================>.....] - ETA: 0s - loss: 24.4720 - vae_accuracy: 0.8305WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2932 - vae_accuracy: 0.8316 - val_loss: 15.8235 - val_vae_accuracy: 0.9413 Epoch 1325/4000 11500/13600 [========================>.....] - ETA: 0s - loss: 24.5002 - vae_accuracy: 0.8306WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2693 - vae_accuracy: 0.8317 - val_loss: 15.7533 - val_vae_accuracy: 0.9415 Epoch 1326/4000 11500/13600 [========================>.....] - ETA: 0s - loss: 24.2197 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2199 - vae_accuracy: 0.8318 - val_loss: 15.7490 - val_vae_accuracy: 0.9414 Epoch 1327/4000 11500/13600 [========================>.....] - ETA: 0s - loss: 24.1128 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2608 - vae_accuracy: 0.8316 - val_loss: 15.6634 - val_vae_accuracy: 0.9415 Epoch 1328/4000 11600/13600 [========================>.....] - ETA: 0s - loss: 24.2650 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2465 - vae_accuracy: 0.8316 - val_loss: 15.6315 - val_vae_accuracy: 0.9415 Epoch 1329/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2490 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2966 - vae_accuracy: 0.8317 - val_loss: 15.7865 - val_vae_accuracy: 0.9414 Epoch 1330/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.4742 - vae_accuracy: 0.8293WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3586 - vae_accuracy: 0.8314 - val_loss: 15.6726 - val_vae_accuracy: 0.9415 Epoch 1331/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.3521 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3597 - vae_accuracy: 0.8315 - val_loss: 15.8011 - val_vae_accuracy: 0.9413 Epoch 1332/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.3817 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2654 - vae_accuracy: 0.8317 - val_loss: 15.5693 - val_vae_accuracy: 0.9418 Epoch 1333/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2698 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2570 - vae_accuracy: 0.8317 - val_loss: 15.7470 - val_vae_accuracy: 0.9414 Epoch 1334/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2273 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2937 - vae_accuracy: 0.8316 - val_loss: 15.8479 - val_vae_accuracy: 0.9413 Epoch 1335/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.3796 - vae_accuracy: 0.8307WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2994 - vae_accuracy: 0.8316 - val_loss: 15.8071 - val_vae_accuracy: 0.9412 Epoch 1336/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.4279 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2754 - vae_accuracy: 0.8316 - val_loss: 15.6356 - val_vae_accuracy: 0.9417 Epoch 1337/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.3009 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2980 - vae_accuracy: 0.8317 - val_loss: 15.5693 - val_vae_accuracy: 0.9416 Epoch 1338/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3269 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2991 - vae_accuracy: 0.8315 - val_loss: 15.8599 - val_vae_accuracy: 0.9411 Epoch 1339/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.2251 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2677 - vae_accuracy: 0.8316 - val_loss: 15.6655 - val_vae_accuracy: 0.9415 Epoch 1340/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 23.9984 - vae_accuracy: 0.8328WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2234 - vae_accuracy: 0.8316 - val_loss: 15.6397 - val_vae_accuracy: 0.9414 Epoch 1341/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.1430 - vae_accuracy: 0.8328WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2841 - vae_accuracy: 0.8315 - val_loss: 15.8339 - val_vae_accuracy: 0.9411 Epoch 1342/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3142 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2726 - vae_accuracy: 0.8316 - val_loss: 15.6793 - val_vae_accuracy: 0.9416 Epoch 1343/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2441 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2707 - vae_accuracy: 0.8317 - val_loss: 15.8007 - val_vae_accuracy: 0.9413 Epoch 1344/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.4516 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2500 - vae_accuracy: 0.8316 - val_loss: 15.6654 - val_vae_accuracy: 0.9415 Epoch 1345/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.1056 - vae_accuracy: 0.8326WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2330 - vae_accuracy: 0.8317 - val_loss: 15.7972 - val_vae_accuracy: 0.9413 Epoch 1346/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2366 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2902 - vae_accuracy: 0.8317 - val_loss: 15.6869 - val_vae_accuracy: 0.9416 Epoch 1347/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2221 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2802 - vae_accuracy: 0.8316 - val_loss: 15.6430 - val_vae_accuracy: 0.9417 Epoch 1348/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2697 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2450 - vae_accuracy: 0.8317 - val_loss: 15.8456 - val_vae_accuracy: 0.9413 Epoch 1349/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2588 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2567 - vae_accuracy: 0.8316 - val_loss: 15.7365 - val_vae_accuracy: 0.9413 Epoch 1350/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2033 - vae_accuracy: 0.8327WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2468 - vae_accuracy: 0.8317 - val_loss: 15.7779 - val_vae_accuracy: 0.9416 Epoch 1351/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.1503 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2443 - vae_accuracy: 0.8317 - val_loss: 15.6801 - val_vae_accuracy: 0.9415 Epoch 1352/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2521 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2584 - vae_accuracy: 0.8317 - val_loss: 15.7224 - val_vae_accuracy: 0.9415 Epoch 1353/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.1967 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2431 - vae_accuracy: 0.8316 - val_loss: 15.6890 - val_vae_accuracy: 0.9414 Epoch 1354/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.3078 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2860 - vae_accuracy: 0.8317 - val_loss: 15.7357 - val_vae_accuracy: 0.9414 Epoch 1355/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.3323 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3059 - vae_accuracy: 0.8317 - val_loss: 15.6370 - val_vae_accuracy: 0.9418 Epoch 1356/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.3697 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2544 - vae_accuracy: 0.8318 - val_loss: 15.5936 - val_vae_accuracy: 0.9418 Epoch 1357/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2651 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2363 - vae_accuracy: 0.8317 - val_loss: 15.7391 - val_vae_accuracy: 0.9414 Epoch 1358/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.1807 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2615 - vae_accuracy: 0.8317 - val_loss: 15.6192 - val_vae_accuracy: 0.9417 Epoch 1359/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.2616 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2377 - vae_accuracy: 0.8317 - val_loss: 15.6901 - val_vae_accuracy: 0.9416 Epoch 1360/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2121 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2598 - vae_accuracy: 0.8317 - val_loss: 15.6827 - val_vae_accuracy: 0.9414 Epoch 1361/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2357 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2485 - vae_accuracy: 0.8317 - val_loss: 15.5852 - val_vae_accuracy: 0.9417 Epoch 1362/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.1519 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2655 - vae_accuracy: 0.8316 - val_loss: 15.6446 - val_vae_accuracy: 0.9416 Epoch 1363/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2261 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2644 - vae_accuracy: 0.8317 - val_loss: 15.6106 - val_vae_accuracy: 0.9417 Epoch 1364/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2353 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2379 - vae_accuracy: 0.8317 - val_loss: 15.8178 - val_vae_accuracy: 0.9412 Epoch 1365/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.3025 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2635 - vae_accuracy: 0.8316 - val_loss: 15.6190 - val_vae_accuracy: 0.9414 Epoch 1366/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.1213 - vae_accuracy: 0.8326WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2735 - vae_accuracy: 0.8315 - val_loss: 15.6693 - val_vae_accuracy: 0.9416 Epoch 1367/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2919 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2749 - vae_accuracy: 0.8316 - val_loss: 15.6704 - val_vae_accuracy: 0.9414 Epoch 1368/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.1187 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2375 - vae_accuracy: 0.8316 - val_loss: 15.6745 - val_vae_accuracy: 0.9416 Epoch 1369/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.1681 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2497 - vae_accuracy: 0.8317 - val_loss: 15.7901 - val_vae_accuracy: 0.9413 Epoch 1370/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.1930 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2530 - vae_accuracy: 0.8316 - val_loss: 15.8956 - val_vae_accuracy: 0.9410 Epoch 1371/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3653 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2674 - vae_accuracy: 0.8315 - val_loss: 15.7147 - val_vae_accuracy: 0.9415 Epoch 1372/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.3581 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2736 - vae_accuracy: 0.8316 - val_loss: 15.7222 - val_vae_accuracy: 0.9415 Epoch 1373/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.1128 - vae_accuracy: 0.8327WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2590 - vae_accuracy: 0.8316 - val_loss: 15.7160 - val_vae_accuracy: 0.9416 Epoch 1374/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.1312 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2347 - vae_accuracy: 0.8317 - val_loss: 15.7055 - val_vae_accuracy: 0.9415 Epoch 1375/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2399 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2536 - vae_accuracy: 0.8316 - val_loss: 15.7396 - val_vae_accuracy: 0.9414 Epoch 1376/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3521 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2537 - vae_accuracy: 0.8316 - val_loss: 15.6841 - val_vae_accuracy: 0.9416 Epoch 1377/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3487 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2652 - vae_accuracy: 0.8316 - val_loss: 15.7956 - val_vae_accuracy: 0.9414 Epoch 1378/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2078 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2390 - vae_accuracy: 0.8317 - val_loss: 15.7524 - val_vae_accuracy: 0.9414 Epoch 1379/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.3303 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2687 - vae_accuracy: 0.8317 - val_loss: 15.7205 - val_vae_accuracy: 0.9415 Epoch 1380/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2954 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2784 - vae_accuracy: 0.8317 - val_loss: 15.6673 - val_vae_accuracy: 0.9417 Epoch 1381/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2545 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2545 - vae_accuracy: 0.8317 - val_loss: 15.5538 - val_vae_accuracy: 0.9417 Epoch 1382/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.3830 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2821 - vae_accuracy: 0.8316 - val_loss: 15.6223 - val_vae_accuracy: 0.9416 Epoch 1383/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2701 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2701 - vae_accuracy: 0.8316 - val_loss: 15.6038 - val_vae_accuracy: 0.9417 Epoch 1384/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2754 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2754 - vae_accuracy: 0.8317 - val_loss: 15.8291 - val_vae_accuracy: 0.9413 Epoch 1385/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.2222 - vae_accuracy: 0.8327WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2937 - vae_accuracy: 0.8317 - val_loss: 15.6733 - val_vae_accuracy: 0.9415 Epoch 1386/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2613 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2613 - vae_accuracy: 0.8316 - val_loss: 15.7718 - val_vae_accuracy: 0.9413 Epoch 1387/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.1103 - vae_accuracy: 0.8342WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2603 - vae_accuracy: 0.8317 - val_loss: 15.6880 - val_vae_accuracy: 0.9414 Epoch 1388/4000 9000/13600 [==================>...........] - ETA: 0s - loss: 24.2813 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2465 - vae_accuracy: 0.8316 - val_loss: 15.7004 - val_vae_accuracy: 0.9415 Epoch 1389/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.2141 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2623 - vae_accuracy: 0.8317 - val_loss: 15.7579 - val_vae_accuracy: 0.9413 Epoch 1390/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2875 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2839 - vae_accuracy: 0.8315 - val_loss: 15.9463 - val_vae_accuracy: 0.9411 Epoch 1391/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2250 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2303 - vae_accuracy: 0.8317 - val_loss: 15.8051 - val_vae_accuracy: 0.9413 Epoch 1392/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.4144 - vae_accuracy: 0.8306WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2712 - vae_accuracy: 0.8317 - val_loss: 15.6020 - val_vae_accuracy: 0.9416 Epoch 1393/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.3153 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2605 - vae_accuracy: 0.8317 - val_loss: 15.6435 - val_vae_accuracy: 0.9417 Epoch 1394/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2877 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2462 - vae_accuracy: 0.8316 - val_loss: 15.8377 - val_vae_accuracy: 0.9411 Epoch 1395/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3479 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2640 - vae_accuracy: 0.8315 - val_loss: 15.6562 - val_vae_accuracy: 0.9414 Epoch 1396/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.1597 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2599 - vae_accuracy: 0.8316 - val_loss: 15.5884 - val_vae_accuracy: 0.9416 Epoch 1397/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3070 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2620 - vae_accuracy: 0.8317 - val_loss: 15.5564 - val_vae_accuracy: 0.9417 Epoch 1398/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.3173 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2944 - vae_accuracy: 0.8317 - val_loss: 15.6543 - val_vae_accuracy: 0.9417 Epoch 1399/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.4305 - vae_accuracy: 0.8307WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2796 - vae_accuracy: 0.8318 - val_loss: 15.7407 - val_vae_accuracy: 0.9416 Epoch 1400/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2859 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2890 - vae_accuracy: 0.8318 - val_loss: 15.6174 - val_vae_accuracy: 0.9417 Epoch 1401/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.0950 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2605 - vae_accuracy: 0.8316 - val_loss: 15.7350 - val_vae_accuracy: 0.9415 Epoch 1402/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2055 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2677 - vae_accuracy: 0.8316 - val_loss: 15.7142 - val_vae_accuracy: 0.9414 Epoch 1403/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.4635 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2872 - vae_accuracy: 0.8317 - val_loss: 15.6843 - val_vae_accuracy: 0.9417 Epoch 1404/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3302 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3065 - vae_accuracy: 0.8317 - val_loss: 15.7223 - val_vae_accuracy: 0.9414 Epoch 1405/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.1703 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2628 - vae_accuracy: 0.8316 - val_loss: 15.5687 - val_vae_accuracy: 0.9418 Epoch 1406/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.1975 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2537 - vae_accuracy: 0.8318 - val_loss: 15.6206 - val_vae_accuracy: 0.9418 Epoch 1407/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.0915 - vae_accuracy: 0.8331WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2422 - vae_accuracy: 0.8317 - val_loss: 15.7522 - val_vae_accuracy: 0.9413 Epoch 1408/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2376 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2376 - vae_accuracy: 0.8316 - val_loss: 15.5503 - val_vae_accuracy: 0.9417 Epoch 1409/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2702 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2757 - vae_accuracy: 0.8316 - val_loss: 15.5387 - val_vae_accuracy: 0.9419 Epoch 1410/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2357 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2612 - vae_accuracy: 0.8316 - val_loss: 15.4675 - val_vae_accuracy: 0.9419 Epoch 1411/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3860 - vae_accuracy: 0.8299WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2843 - vae_accuracy: 0.8315 - val_loss: 15.6631 - val_vae_accuracy: 0.9416 Epoch 1412/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2870 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2870 - vae_accuracy: 0.8317 - val_loss: 15.7528 - val_vae_accuracy: 0.9414 Epoch 1413/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3546 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2486 - vae_accuracy: 0.8317 - val_loss: 15.7050 - val_vae_accuracy: 0.9416 Epoch 1414/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2715 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2715 - vae_accuracy: 0.8318 - val_loss: 15.6061 - val_vae_accuracy: 0.9417 Epoch 1415/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2740 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2740 - vae_accuracy: 0.8316 - val_loss: 15.7679 - val_vae_accuracy: 0.9412 Epoch 1416/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2846 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2846 - vae_accuracy: 0.8315 - val_loss: 15.6486 - val_vae_accuracy: 0.9416 Epoch 1417/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2494 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2494 - vae_accuracy: 0.8317 - val_loss: 15.9037 - val_vae_accuracy: 0.9410 Epoch 1418/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2682 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2682 - vae_accuracy: 0.8317 - val_loss: 15.8121 - val_vae_accuracy: 0.9415 Epoch 1419/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2892 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2849 - vae_accuracy: 0.8318 - val_loss: 15.7188 - val_vae_accuracy: 0.9415 Epoch 1420/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.4121 - vae_accuracy: 0.8303WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2443 - vae_accuracy: 0.8318 - val_loss: 15.7328 - val_vae_accuracy: 0.9415 Epoch 1421/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.4346 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2587 - vae_accuracy: 0.8318 - val_loss: 15.5831 - val_vae_accuracy: 0.9417 Epoch 1422/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.0711 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2344 - vae_accuracy: 0.8316 - val_loss: 15.5041 - val_vae_accuracy: 0.9418 Epoch 1423/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3816 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2925 - vae_accuracy: 0.8316 - val_loss: 15.6740 - val_vae_accuracy: 0.9415 Epoch 1424/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.4004 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3047 - vae_accuracy: 0.8316 - val_loss: 15.7886 - val_vae_accuracy: 0.9414 Epoch 1425/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2951 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2662 - vae_accuracy: 0.8317 - val_loss: 15.8837 - val_vae_accuracy: 0.9413 Epoch 1426/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3432 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2449 - vae_accuracy: 0.8317 - val_loss: 15.7481 - val_vae_accuracy: 0.9412 Epoch 1427/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3575 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2503 - vae_accuracy: 0.8316 - val_loss: 15.7413 - val_vae_accuracy: 0.9415 Epoch 1428/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2824 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2603 - vae_accuracy: 0.8317 - val_loss: 15.6899 - val_vae_accuracy: 0.9416 Epoch 1429/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2525 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2525 - vae_accuracy: 0.8317 - val_loss: 15.6573 - val_vae_accuracy: 0.9415 Epoch 1430/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2722 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2693 - vae_accuracy: 0.8316 - val_loss: 15.6365 - val_vae_accuracy: 0.9416 Epoch 1431/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3120 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3073 - vae_accuracy: 0.8315 - val_loss: 15.5641 - val_vae_accuracy: 0.9416 Epoch 1432/4000 8900/13600 [==================>...........] - ETA: 0s - loss: 24.0593 - vae_accuracy: 0.8331WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2924 - vae_accuracy: 0.8316 - val_loss: 15.7560 - val_vae_accuracy: 0.9412 Epoch 1433/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2733 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2709 - vae_accuracy: 0.8317 - val_loss: 15.7324 - val_vae_accuracy: 0.9415 Epoch 1434/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2942 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2691 - vae_accuracy: 0.8317 - val_loss: 15.6122 - val_vae_accuracy: 0.9418 Epoch 1435/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2901 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2901 - vae_accuracy: 0.8317 - val_loss: 15.7647 - val_vae_accuracy: 0.9415 Epoch 1436/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2758 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2973 - vae_accuracy: 0.8317 - val_loss: 15.5680 - val_vae_accuracy: 0.9420 Epoch 1437/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2240 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2502 - vae_accuracy: 0.8318 - val_loss: 15.6582 - val_vae_accuracy: 0.9416 Epoch 1438/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2738 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2738 - vae_accuracy: 0.8317 - val_loss: 15.7038 - val_vae_accuracy: 0.9416 Epoch 1439/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2561 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2834 - vae_accuracy: 0.8316 - val_loss: 15.5276 - val_vae_accuracy: 0.9419 Epoch 1440/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.3062 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2928 - vae_accuracy: 0.8317 - val_loss: 15.8627 - val_vae_accuracy: 0.9412 Epoch 1441/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3377 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2501 - vae_accuracy: 0.8316 - val_loss: 15.7453 - val_vae_accuracy: 0.9416 Epoch 1442/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2681 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2681 - vae_accuracy: 0.8317 - val_loss: 15.9080 - val_vae_accuracy: 0.9411 Epoch 1443/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2517 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2517 - vae_accuracy: 0.8317 - val_loss: 15.6340 - val_vae_accuracy: 0.9417 Epoch 1444/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2336 - vae_accuracy: 0.8329WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2691 - vae_accuracy: 0.8317 - val_loss: 15.7430 - val_vae_accuracy: 0.9415 Epoch 1445/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.1993 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2495 - vae_accuracy: 0.8317 - val_loss: 15.6912 - val_vae_accuracy: 0.9417 Epoch 1446/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2985 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3031 - vae_accuracy: 0.8318 - val_loss: 15.7191 - val_vae_accuracy: 0.9416 Epoch 1447/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2863 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2863 - vae_accuracy: 0.8317 - val_loss: 15.6302 - val_vae_accuracy: 0.9416 Epoch 1448/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2816 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2626 - vae_accuracy: 0.8316 - val_loss: 15.5219 - val_vae_accuracy: 0.9419 Epoch 1449/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2101 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2435 - vae_accuracy: 0.8317 - val_loss: 15.6306 - val_vae_accuracy: 0.9416 Epoch 1450/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3324 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2983 - vae_accuracy: 0.8314 - val_loss: 15.6450 - val_vae_accuracy: 0.9418 Epoch 1451/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2458 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2742 - vae_accuracy: 0.8317 - val_loss: 15.5562 - val_vae_accuracy: 0.9420 Epoch 1452/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2474 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2499 - vae_accuracy: 0.8318 - val_loss: 15.6983 - val_vae_accuracy: 0.9417 Epoch 1453/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.1908 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2643 - vae_accuracy: 0.8318 - val_loss: 15.7497 - val_vae_accuracy: 0.9415 Epoch 1454/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2810 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2969 - vae_accuracy: 0.8317 - val_loss: 15.6199 - val_vae_accuracy: 0.9418 Epoch 1455/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2905 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2737 - vae_accuracy: 0.8317 - val_loss: 15.7186 - val_vae_accuracy: 0.9416 Epoch 1456/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2346 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2804 - vae_accuracy: 0.8317 - val_loss: 15.7563 - val_vae_accuracy: 0.9416 Epoch 1457/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2847 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2558 - vae_accuracy: 0.8317 - val_loss: 15.7126 - val_vae_accuracy: 0.9416 Epoch 1458/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.3069 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2599 - vae_accuracy: 0.8317 - val_loss: 15.7617 - val_vae_accuracy: 0.9415 Epoch 1459/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2625 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2660 - vae_accuracy: 0.8317 - val_loss: 15.7921 - val_vae_accuracy: 0.9414 Epoch 1460/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2107 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2107 - vae_accuracy: 0.8317 - val_loss: 15.7525 - val_vae_accuracy: 0.9414 Epoch 1461/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2738 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2315 - vae_accuracy: 0.8317 - val_loss: 15.7316 - val_vae_accuracy: 0.9414 Epoch 1462/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.3039 - vae_accuracy: 0.8307WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2851 - vae_accuracy: 0.8316 - val_loss: 15.7157 - val_vae_accuracy: 0.9416 Epoch 1463/4000 11600/13600 [========================>.....] - ETA: 0s - loss: 24.3189 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2533 - vae_accuracy: 0.8317 - val_loss: 15.7342 - val_vae_accuracy: 0.9415 Epoch 1464/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2174 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2433 - vae_accuracy: 0.8317 - val_loss: 15.7374 - val_vae_accuracy: 0.9415 Epoch 1465/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.1876 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2543 - vae_accuracy: 0.8316 - val_loss: 15.7068 - val_vae_accuracy: 0.9416 Epoch 1466/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3120 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2692 - vae_accuracy: 0.8317 - val_loss: 15.7845 - val_vae_accuracy: 0.9414 Epoch 1467/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2476 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2476 - vae_accuracy: 0.8316 - val_loss: 15.7125 - val_vae_accuracy: 0.9416 Epoch 1468/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2677 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2677 - vae_accuracy: 0.8316 - val_loss: 15.7003 - val_vae_accuracy: 0.9417 Epoch 1469/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.3003 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2940 - vae_accuracy: 0.8318 - val_loss: 15.8006 - val_vae_accuracy: 0.9414 Epoch 1470/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2696 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2823 - vae_accuracy: 0.8316 - val_loss: 15.5652 - val_vae_accuracy: 0.9418 Epoch 1471/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2600 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2814 - vae_accuracy: 0.8317 - val_loss: 15.6553 - val_vae_accuracy: 0.9417 Epoch 1472/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2656 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2601 - vae_accuracy: 0.8317 - val_loss: 15.7324 - val_vae_accuracy: 0.9416 Epoch 1473/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2395 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2301 - vae_accuracy: 0.8317 - val_loss: 15.8749 - val_vae_accuracy: 0.9414 Epoch 1474/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2559 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2552 - vae_accuracy: 0.8317 - val_loss: 15.7839 - val_vae_accuracy: 0.9416 Epoch 1475/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2028 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2306 - vae_accuracy: 0.8318 - val_loss: 15.6145 - val_vae_accuracy: 0.9418 Epoch 1476/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2814 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2491 - vae_accuracy: 0.8318 - val_loss: 15.6824 - val_vae_accuracy: 0.9416 Epoch 1477/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3012 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2484 - vae_accuracy: 0.8317 - val_loss: 15.7150 - val_vae_accuracy: 0.9415 Epoch 1478/4000 9000/13600 [==================>...........] - ETA: 0s - loss: 24.2771 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2798 - vae_accuracy: 0.8316 - val_loss: 15.7659 - val_vae_accuracy: 0.9414 Epoch 1479/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.1283 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2209 - vae_accuracy: 0.8316 - val_loss: 15.7459 - val_vae_accuracy: 0.9413 Epoch 1480/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3087 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2798 - vae_accuracy: 0.8316 - val_loss: 15.8299 - val_vae_accuracy: 0.9413 Epoch 1481/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2508 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2508 - vae_accuracy: 0.8316 - val_loss: 15.7061 - val_vae_accuracy: 0.9417 Epoch 1482/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.1993 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2608 - vae_accuracy: 0.8317 - val_loss: 15.7488 - val_vae_accuracy: 0.9415 Epoch 1483/4000 9000/13600 [==================>...........] - ETA: 0s - loss: 24.3634 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2412 - vae_accuracy: 0.8317 - val_loss: 15.5624 - val_vae_accuracy: 0.9417 Epoch 1484/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2224 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2706 - vae_accuracy: 0.8317 - val_loss: 15.6431 - val_vae_accuracy: 0.9416 Epoch 1485/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2052 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2456 - vae_accuracy: 0.8317 - val_loss: 15.6054 - val_vae_accuracy: 0.9418 Epoch 1486/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.1512 - vae_accuracy: 0.8329WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2641 - vae_accuracy: 0.8317 - val_loss: 15.7399 - val_vae_accuracy: 0.9417 Epoch 1487/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.1615 - vae_accuracy: 0.8328WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2382 - vae_accuracy: 0.8317 - val_loss: 15.5738 - val_vae_accuracy: 0.9418 Epoch 1488/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3682 - vae_accuracy: 0.8307WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2677 - vae_accuracy: 0.8316 - val_loss: 15.6743 - val_vae_accuracy: 0.9416 Epoch 1489/4000 8700/13600 [==================>...........] - ETA: 0s - loss: 24.2867 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2440 - vae_accuracy: 0.8316 - val_loss: 15.7232 - val_vae_accuracy: 0.9416 Epoch 1490/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.1244 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2295 - vae_accuracy: 0.8318 - val_loss: 15.8934 - val_vae_accuracy: 0.9412 Epoch 1491/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2776 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2721 - vae_accuracy: 0.8316 - val_loss: 15.8224 - val_vae_accuracy: 0.9412 Epoch 1492/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.1412 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2694 - vae_accuracy: 0.8316 - val_loss: 15.6478 - val_vae_accuracy: 0.9417 Epoch 1493/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3183 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2522 - vae_accuracy: 0.8317 - val_loss: 15.6630 - val_vae_accuracy: 0.9417 Epoch 1494/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2031 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2700 - vae_accuracy: 0.8317 - val_loss: 15.5960 - val_vae_accuracy: 0.9417 Epoch 1495/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3099 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2555 - vae_accuracy: 0.8316 - val_loss: 15.6945 - val_vae_accuracy: 0.9415 Epoch 1496/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.1727 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2360 - vae_accuracy: 0.8316 - val_loss: 15.6185 - val_vae_accuracy: 0.9416 Epoch 1497/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.1341 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2645 - vae_accuracy: 0.8316 - val_loss: 15.6245 - val_vae_accuracy: 0.9416 Epoch 1498/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2732 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2732 - vae_accuracy: 0.8316 - val_loss: 15.6397 - val_vae_accuracy: 0.9416 Epoch 1499/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2817 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2895 - vae_accuracy: 0.8316 - val_loss: 15.8599 - val_vae_accuracy: 0.9412 Epoch 1500/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2644 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2208 - vae_accuracy: 0.8317 - val_loss: 15.7822 - val_vae_accuracy: 0.9414 Epoch 1501/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2423 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2778 - vae_accuracy: 0.8316 - val_loss: 15.7665 - val_vae_accuracy: 0.9416 Epoch 1502/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.1956 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2128 - vae_accuracy: 0.8318 - val_loss: 15.5946 - val_vae_accuracy: 0.9417 Epoch 1503/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3310 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2725 - vae_accuracy: 0.8317 - val_loss: 15.7656 - val_vae_accuracy: 0.9413 Epoch 1504/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2355 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2907 - vae_accuracy: 0.8315 - val_loss: 15.6460 - val_vae_accuracy: 0.9416 Epoch 1505/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2025 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2196 - vae_accuracy: 0.8317 - val_loss: 15.8878 - val_vae_accuracy: 0.9412 Epoch 1506/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3512 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2642 - vae_accuracy: 0.8317 - val_loss: 15.7176 - val_vae_accuracy: 0.9416 Epoch 1507/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.1964 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2719 - vae_accuracy: 0.8316 - val_loss: 15.6736 - val_vae_accuracy: 0.9417 Epoch 1508/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1341 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2976 - vae_accuracy: 0.8316 - val_loss: 15.8538 - val_vae_accuracy: 0.9414 Epoch 1509/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.4464 - vae_accuracy: 0.8298WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2681 - vae_accuracy: 0.8316 - val_loss: 15.6602 - val_vae_accuracy: 0.9417 Epoch 1510/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2932 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2810 - vae_accuracy: 0.8316 - val_loss: 15.9011 - val_vae_accuracy: 0.9413 Epoch 1511/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.4201 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2761 - vae_accuracy: 0.8317 - val_loss: 15.9132 - val_vae_accuracy: 0.9414 Epoch 1512/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.2003 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2829 - vae_accuracy: 0.8317 - val_loss: 15.7149 - val_vae_accuracy: 0.9416 Epoch 1513/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.1842 - vae_accuracy: 0.8326WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3125 - vae_accuracy: 0.8316 - val_loss: 15.6954 - val_vae_accuracy: 0.9416 Epoch 1514/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.2415 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2439 - vae_accuracy: 0.8317 - val_loss: 15.6692 - val_vae_accuracy: 0.9417 Epoch 1515/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.1265 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2357 - vae_accuracy: 0.8318 - val_loss: 15.6978 - val_vae_accuracy: 0.9414 Epoch 1516/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.4517 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2692 - vae_accuracy: 0.8318 - val_loss: 15.7504 - val_vae_accuracy: 0.9414 Epoch 1517/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.4213 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2858 - vae_accuracy: 0.8317 - val_loss: 15.6550 - val_vae_accuracy: 0.9417 Epoch 1518/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2202 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2617 - vae_accuracy: 0.8317 - val_loss: 15.7098 - val_vae_accuracy: 0.9416 Epoch 1519/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 23.9823 - vae_accuracy: 0.8327WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2590 - vae_accuracy: 0.8316 - val_loss: 15.7633 - val_vae_accuracy: 0.9413 Epoch 1520/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3321 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3019 - vae_accuracy: 0.8315 - val_loss: 15.6824 - val_vae_accuracy: 0.9417 Epoch 1521/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3162 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3040 - vae_accuracy: 0.8315 - val_loss: 15.7886 - val_vae_accuracy: 0.9413 Epoch 1522/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3016 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3006 - vae_accuracy: 0.8315 - val_loss: 15.6654 - val_vae_accuracy: 0.9415 Epoch 1523/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2907 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2918 - vae_accuracy: 0.8318 - val_loss: 15.7150 - val_vae_accuracy: 0.9417 Epoch 1524/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3581 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2606 - vae_accuracy: 0.8317 - val_loss: 15.7664 - val_vae_accuracy: 0.9416 Epoch 1525/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2907 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2545 - vae_accuracy: 0.8317 - val_loss: 15.8316 - val_vae_accuracy: 0.9413 Epoch 1526/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3155 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2388 - vae_accuracy: 0.8317 - val_loss: 15.8474 - val_vae_accuracy: 0.9412 Epoch 1527/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2790 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2877 - vae_accuracy: 0.8316 - val_loss: 15.6948 - val_vae_accuracy: 0.9415 Epoch 1528/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2564 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2564 - vae_accuracy: 0.8317 - val_loss: 15.6557 - val_vae_accuracy: 0.9418 Epoch 1529/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3300 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2803 - vae_accuracy: 0.8317 - val_loss: 15.6771 - val_vae_accuracy: 0.9415 Epoch 1530/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1695 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2585 - vae_accuracy: 0.8316 - val_loss: 15.7926 - val_vae_accuracy: 0.9414 Epoch 1531/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3748 - vae_accuracy: 0.8306WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2612 - vae_accuracy: 0.8316 - val_loss: 15.6737 - val_vae_accuracy: 0.9414 Epoch 1532/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.1209 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2854 - vae_accuracy: 0.8316 - val_loss: 16.1634 - val_vae_accuracy: 0.9406 Epoch 1533/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.3316 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2784 - vae_accuracy: 0.8316 - val_loss: 15.6137 - val_vae_accuracy: 0.9416 Epoch 1534/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.2498 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2923 - vae_accuracy: 0.8317 - val_loss: 15.6421 - val_vae_accuracy: 0.9418 Epoch 1535/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2748 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2728 - vae_accuracy: 0.8317 - val_loss: 15.8448 - val_vae_accuracy: 0.9413 Epoch 1536/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.3072 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3081 - vae_accuracy: 0.8316 - val_loss: 15.7613 - val_vae_accuracy: 0.9416 Epoch 1537/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.3045 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3142 - vae_accuracy: 0.8316 - val_loss: 15.6797 - val_vae_accuracy: 0.9417 Epoch 1538/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2803 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2699 - vae_accuracy: 0.8317 - val_loss: 15.5167 - val_vae_accuracy: 0.9419 Epoch 1539/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3467 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2998 - vae_accuracy: 0.8317 - val_loss: 15.8343 - val_vae_accuracy: 0.9412 Epoch 1540/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.1855 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2543 - vae_accuracy: 0.8316 - val_loss: 15.8848 - val_vae_accuracy: 0.9411 Epoch 1541/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2896 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2740 - vae_accuracy: 0.8316 - val_loss: 15.8788 - val_vae_accuracy: 0.9411 Epoch 1542/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2232 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2548 - vae_accuracy: 0.8317 - val_loss: 15.7870 - val_vae_accuracy: 0.9415 Epoch 1543/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2462 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2775 - vae_accuracy: 0.8316 - val_loss: 15.7700 - val_vae_accuracy: 0.9415 Epoch 1544/4000 8600/13600 [=================>............] - ETA: 0s - loss: 24.4080 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2606 - vae_accuracy: 0.8316 - val_loss: 15.7356 - val_vae_accuracy: 0.9414 Epoch 1545/4000 10700/13600 [======================>.......] - ETA: 0s - loss: 24.1942 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2509 - vae_accuracy: 0.8316 - val_loss: 15.6627 - val_vae_accuracy: 0.9417 Epoch 1546/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.3052 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3052 - vae_accuracy: 0.8316 - val_loss: 15.8180 - val_vae_accuracy: 0.9413 Epoch 1547/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.3938 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3254 - vae_accuracy: 0.8314 - val_loss: 15.8981 - val_vae_accuracy: 0.9410 Epoch 1548/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2467 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2611 - vae_accuracy: 0.8317 - val_loss: 15.7934 - val_vae_accuracy: 0.9413 Epoch 1549/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.0842 - vae_accuracy: 0.8334WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2923 - vae_accuracy: 0.8316 - val_loss: 15.8084 - val_vae_accuracy: 0.9414 Epoch 1550/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.1915 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2143 - vae_accuracy: 0.8317 - val_loss: 15.7743 - val_vae_accuracy: 0.9413 Epoch 1551/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2331 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2402 - vae_accuracy: 0.8316 - val_loss: 15.7298 - val_vae_accuracy: 0.9415 Epoch 1552/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.1265 - vae_accuracy: 0.8327WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2829 - vae_accuracy: 0.8315 - val_loss: 15.7840 - val_vae_accuracy: 0.9412 Epoch 1553/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2837 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2778 - vae_accuracy: 0.8316 - val_loss: 15.6996 - val_vae_accuracy: 0.9416 Epoch 1554/4000 9000/13600 [==================>...........] - ETA: 0s - loss: 24.3077 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2176 - vae_accuracy: 0.8318 - val_loss: 15.5981 - val_vae_accuracy: 0.9416 Epoch 1555/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3114 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2502 - vae_accuracy: 0.8317 - val_loss: 15.7347 - val_vae_accuracy: 0.9414 Epoch 1556/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2385 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2279 - vae_accuracy: 0.8318 - val_loss: 15.6746 - val_vae_accuracy: 0.9417 Epoch 1557/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 23.9644 - vae_accuracy: 0.8336WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2464 - vae_accuracy: 0.8318 - val_loss: 15.8630 - val_vae_accuracy: 0.9412 Epoch 1558/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.3292 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3138 - vae_accuracy: 0.8314 - val_loss: 15.8377 - val_vae_accuracy: 0.9412 Epoch 1559/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2740 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2609 - vae_accuracy: 0.8317 - val_loss: 15.7410 - val_vae_accuracy: 0.9415 Epoch 1560/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.1880 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.1961 - vae_accuracy: 0.8317 - val_loss: 15.8563 - val_vae_accuracy: 0.9411 Epoch 1561/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.5077 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2876 - vae_accuracy: 0.8315 - val_loss: 15.7736 - val_vae_accuracy: 0.9413 Epoch 1562/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2264 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2298 - vae_accuracy: 0.8317 - val_loss: 15.6316 - val_vae_accuracy: 0.9417 Epoch 1563/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.3054 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2672 - vae_accuracy: 0.8316 - val_loss: 15.7552 - val_vae_accuracy: 0.9412 Epoch 1564/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.3172 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2894 - vae_accuracy: 0.8315 - val_loss: 15.5728 - val_vae_accuracy: 0.9417 Epoch 1565/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2584 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2722 - vae_accuracy: 0.8315 - val_loss: 15.6724 - val_vae_accuracy: 0.9415 Epoch 1566/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2157 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2682 - vae_accuracy: 0.8315 - val_loss: 15.7665 - val_vae_accuracy: 0.9414 Epoch 1567/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2298 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2609 - vae_accuracy: 0.8316 - val_loss: 15.8383 - val_vae_accuracy: 0.9412 Epoch 1568/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.3235 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2680 - vae_accuracy: 0.8317 - val_loss: 15.7470 - val_vae_accuracy: 0.9416 Epoch 1569/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2714 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2493 - vae_accuracy: 0.8317 - val_loss: 16.0041 - val_vae_accuracy: 0.9408 Epoch 1570/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2127 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2707 - vae_accuracy: 0.8316 - val_loss: 15.7184 - val_vae_accuracy: 0.9415 Epoch 1571/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2156 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2286 - vae_accuracy: 0.8318 - val_loss: 15.6477 - val_vae_accuracy: 0.9416 Epoch 1572/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.3146 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3039 - vae_accuracy: 0.8318 - val_loss: 15.8035 - val_vae_accuracy: 0.9415 Epoch 1573/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2727 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2662 - vae_accuracy: 0.8318 - val_loss: 15.6969 - val_vae_accuracy: 0.9416 Epoch 1574/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2408 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2887 - vae_accuracy: 0.8317 - val_loss: 15.7765 - val_vae_accuracy: 0.9415 Epoch 1575/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.3433 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2898 - vae_accuracy: 0.8318 - val_loss: 15.8316 - val_vae_accuracy: 0.9413 Epoch 1576/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.1812 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2295 - vae_accuracy: 0.8316 - val_loss: 16.0020 - val_vae_accuracy: 0.9407 Epoch 1577/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2642 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2661 - vae_accuracy: 0.8316 - val_loss: 15.5829 - val_vae_accuracy: 0.9416 Epoch 1578/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2874 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3028 - vae_accuracy: 0.8317 - val_loss: 15.7171 - val_vae_accuracy: 0.9415 Epoch 1579/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2425 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3071 - vae_accuracy: 0.8315 - val_loss: 15.8219 - val_vae_accuracy: 0.9412 Epoch 1580/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2271 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2208 - vae_accuracy: 0.8316 - val_loss: 15.7815 - val_vae_accuracy: 0.9412 Epoch 1581/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2501 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2513 - vae_accuracy: 0.8316 - val_loss: 15.7749 - val_vae_accuracy: 0.9414 Epoch 1582/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2548 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2502 - vae_accuracy: 0.8318 - val_loss: 15.7965 - val_vae_accuracy: 0.9414 Epoch 1583/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2469 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2699 - vae_accuracy: 0.8315 - val_loss: 15.7311 - val_vae_accuracy: 0.9415 Epoch 1584/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2681 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2907 - vae_accuracy: 0.8316 - val_loss: 15.6511 - val_vae_accuracy: 0.9416 Epoch 1585/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2669 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2510 - vae_accuracy: 0.8316 - val_loss: 15.6492 - val_vae_accuracy: 0.9417 Epoch 1586/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.3060 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2603 - vae_accuracy: 0.8316 - val_loss: 15.7508 - val_vae_accuracy: 0.9415 Epoch 1587/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2781 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2998 - vae_accuracy: 0.8317 - val_loss: 15.7837 - val_vae_accuracy: 0.9416 Epoch 1588/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2172 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2452 - vae_accuracy: 0.8317 - val_loss: 15.7306 - val_vae_accuracy: 0.9415 Epoch 1589/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2300 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2606 - vae_accuracy: 0.8315 - val_loss: 15.7811 - val_vae_accuracy: 0.9414 Epoch 1590/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2039 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2390 - vae_accuracy: 0.8317 - val_loss: 15.6714 - val_vae_accuracy: 0.9418 Epoch 1591/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.3075 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2940 - vae_accuracy: 0.8318 - val_loss: 15.8110 - val_vae_accuracy: 0.9414 Epoch 1592/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2592 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2638 - vae_accuracy: 0.8317 - val_loss: 15.6885 - val_vae_accuracy: 0.9418 Epoch 1593/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.3667 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3111 - vae_accuracy: 0.8317 - val_loss: 15.9936 - val_vae_accuracy: 0.9409 Epoch 1594/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2753 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2745 - vae_accuracy: 0.8316 - val_loss: 15.7694 - val_vae_accuracy: 0.9414 Epoch 1595/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2307 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2307 - vae_accuracy: 0.8318 - val_loss: 15.5785 - val_vae_accuracy: 0.9417 Epoch 1596/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2884 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2839 - vae_accuracy: 0.8317 - val_loss: 15.6572 - val_vae_accuracy: 0.9416 Epoch 1597/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2593 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2531 - vae_accuracy: 0.8318 - val_loss: 15.7035 - val_vae_accuracy: 0.9415 Epoch 1598/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.3151 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2379 - vae_accuracy: 0.8317 - val_loss: 15.7778 - val_vae_accuracy: 0.9414 Epoch 1599/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2233 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2152 - vae_accuracy: 0.8318 - val_loss: 15.8448 - val_vae_accuracy: 0.9412 Epoch 1600/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2827 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2654 - vae_accuracy: 0.8316 - val_loss: 15.8735 - val_vae_accuracy: 0.9412 Epoch 1601/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3129 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2859 - vae_accuracy: 0.8317 - val_loss: 15.9186 - val_vae_accuracy: 0.9414 Epoch 1602/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2761 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2710 - vae_accuracy: 0.8318 - val_loss: 15.7710 - val_vae_accuracy: 0.9416 Epoch 1603/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2869 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2614 - vae_accuracy: 0.8318 - val_loss: 15.6901 - val_vae_accuracy: 0.9416 Epoch 1604/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2735 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2695 - vae_accuracy: 0.8317 - val_loss: 15.7022 - val_vae_accuracy: 0.9417 Epoch 1605/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2448 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2526 - vae_accuracy: 0.8316 - val_loss: 15.7484 - val_vae_accuracy: 0.9413 Epoch 1606/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.3150 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2782 - vae_accuracy: 0.8316 - val_loss: 15.5400 - val_vae_accuracy: 0.9417 Epoch 1607/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2541 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2541 - vae_accuracy: 0.8317 - val_loss: 15.8406 - val_vae_accuracy: 0.9411 Epoch 1608/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3105 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2755 - vae_accuracy: 0.8315 - val_loss: 15.6565 - val_vae_accuracy: 0.9416 Epoch 1609/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2575 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2840 - vae_accuracy: 0.8317 - val_loss: 15.8692 - val_vae_accuracy: 0.9414 Epoch 1610/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2819 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2864 - vae_accuracy: 0.8317 - val_loss: 15.7981 - val_vae_accuracy: 0.9416 Epoch 1611/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2583 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2752 - vae_accuracy: 0.8317 - val_loss: 15.7644 - val_vae_accuracy: 0.9415 Epoch 1612/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2438 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2636 - vae_accuracy: 0.8317 - val_loss: 15.7678 - val_vae_accuracy: 0.9415 Epoch 1613/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3034 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2720 - vae_accuracy: 0.8318 - val_loss: 15.9012 - val_vae_accuracy: 0.9413 Epoch 1614/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.3121 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2657 - vae_accuracy: 0.8316 - val_loss: 15.6688 - val_vae_accuracy: 0.9416 Epoch 1615/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.3088 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3111 - vae_accuracy: 0.8316 - val_loss: 15.6865 - val_vae_accuracy: 0.9417 Epoch 1616/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2887 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3283 - vae_accuracy: 0.8317 - val_loss: 15.7107 - val_vae_accuracy: 0.9416 Epoch 1617/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2638 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2789 - vae_accuracy: 0.8318 - val_loss: 15.7710 - val_vae_accuracy: 0.9415 Epoch 1618/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.3644 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2887 - vae_accuracy: 0.8316 - val_loss: 15.7780 - val_vae_accuracy: 0.9414 Epoch 1619/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2472 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2461 - vae_accuracy: 0.8317 - val_loss: 15.9879 - val_vae_accuracy: 0.9410 Epoch 1620/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2361 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2532 - vae_accuracy: 0.8315 - val_loss: 15.9370 - val_vae_accuracy: 0.9410 Epoch 1621/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2723 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2553 - vae_accuracy: 0.8316 - val_loss: 15.7549 - val_vae_accuracy: 0.9415 Epoch 1622/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2285 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2774 - vae_accuracy: 0.8316 - val_loss: 15.7687 - val_vae_accuracy: 0.9415 Epoch 1623/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.3768 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2805 - vae_accuracy: 0.8317 - val_loss: 15.9054 - val_vae_accuracy: 0.9412 Epoch 1624/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2761 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3054 - vae_accuracy: 0.8317 - val_loss: 15.8047 - val_vae_accuracy: 0.9415 Epoch 1625/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3109 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2830 - vae_accuracy: 0.8317 - val_loss: 15.7520 - val_vae_accuracy: 0.9415 Epoch 1626/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2099 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2299 - vae_accuracy: 0.8317 - val_loss: 15.8549 - val_vae_accuracy: 0.9411 Epoch 1627/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2571 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2727 - vae_accuracy: 0.8316 - val_loss: 15.7046 - val_vae_accuracy: 0.9415 Epoch 1628/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2933 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2677 - vae_accuracy: 0.8316 - val_loss: 15.7758 - val_vae_accuracy: 0.9413 Epoch 1629/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2364 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2808 - vae_accuracy: 0.8316 - val_loss: 15.8557 - val_vae_accuracy: 0.9413 Epoch 1630/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2274 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2533 - vae_accuracy: 0.8317 - val_loss: 15.6380 - val_vae_accuracy: 0.9418 Epoch 1631/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2400 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2889 - vae_accuracy: 0.8317 - val_loss: 15.8064 - val_vae_accuracy: 0.9413 Epoch 1632/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2886 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2836 - vae_accuracy: 0.8315 - val_loss: 15.7604 - val_vae_accuracy: 0.9413 Epoch 1633/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.3130 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2700 - vae_accuracy: 0.8315 - val_loss: 15.7525 - val_vae_accuracy: 0.9413 Epoch 1634/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.3162 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2696 - vae_accuracy: 0.8316 - val_loss: 15.8147 - val_vae_accuracy: 0.9412 Epoch 1635/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2602 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2469 - vae_accuracy: 0.8317 - val_loss: 15.6441 - val_vae_accuracy: 0.9417 Epoch 1636/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.4932 - vae_accuracy: 0.8297WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2361 - vae_accuracy: 0.8317 - val_loss: 15.6116 - val_vae_accuracy: 0.9417 Epoch 1637/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2904 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3045 - vae_accuracy: 0.8315 - val_loss: 15.6787 - val_vae_accuracy: 0.9416 Epoch 1638/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2789 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2660 - vae_accuracy: 0.8316 - val_loss: 15.7365 - val_vae_accuracy: 0.9414 Epoch 1639/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2683 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2696 - vae_accuracy: 0.8316 - val_loss: 15.7349 - val_vae_accuracy: 0.9415 Epoch 1640/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2909 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2942 - vae_accuracy: 0.8317 - val_loss: 15.8215 - val_vae_accuracy: 0.9414 Epoch 1641/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3236 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2954 - vae_accuracy: 0.8317 - val_loss: 15.7480 - val_vae_accuracy: 0.9416 Epoch 1642/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2029 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2484 - vae_accuracy: 0.8317 - val_loss: 15.6774 - val_vae_accuracy: 0.9417 Epoch 1643/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2683 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2605 - vae_accuracy: 0.8316 - val_loss: 15.8839 - val_vae_accuracy: 0.9411 Epoch 1644/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2668 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2671 - vae_accuracy: 0.8315 - val_loss: 15.6641 - val_vae_accuracy: 0.9416 Epoch 1645/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2026 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2804 - vae_accuracy: 0.8316 - val_loss: 15.8250 - val_vae_accuracy: 0.9412 Epoch 1646/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2533 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2772 - vae_accuracy: 0.8316 - val_loss: 15.7300 - val_vae_accuracy: 0.9416 Epoch 1647/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2649 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2649 - vae_accuracy: 0.8317 - val_loss: 15.7875 - val_vae_accuracy: 0.9415 Epoch 1648/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2626 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2690 - vae_accuracy: 0.8316 - val_loss: 15.9854 - val_vae_accuracy: 0.9409 Epoch 1649/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2480 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2485 - vae_accuracy: 0.8316 - val_loss: 15.6056 - val_vae_accuracy: 0.9417 Epoch 1650/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2598 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2696 - vae_accuracy: 0.8316 - val_loss: 15.7368 - val_vae_accuracy: 0.9415 Epoch 1651/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3547 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3158 - vae_accuracy: 0.8314 - val_loss: 15.8834 - val_vae_accuracy: 0.9411 Epoch 1652/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2786 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2550 - vae_accuracy: 0.8316 - val_loss: 16.0241 - val_vae_accuracy: 0.9410 Epoch 1653/4000 12200/13600 [=========================>....] - ETA: 0s - loss: 24.2430 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2198 - vae_accuracy: 0.8317 - val_loss: 15.8866 - val_vae_accuracy: 0.9411 Epoch 1654/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3377 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3174 - vae_accuracy: 0.8315 - val_loss: 15.7781 - val_vae_accuracy: 0.9415 Epoch 1655/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2685 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2760 - vae_accuracy: 0.8316 - val_loss: 15.7034 - val_vae_accuracy: 0.9415 Epoch 1656/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2596 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2837 - vae_accuracy: 0.8317 - val_loss: 15.7766 - val_vae_accuracy: 0.9414 Epoch 1657/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2547 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2973 - vae_accuracy: 0.8315 - val_loss: 15.7923 - val_vae_accuracy: 0.9412 Epoch 1658/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.3240 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3185 - vae_accuracy: 0.8315 - val_loss: 15.7831 - val_vae_accuracy: 0.9413 Epoch 1659/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2419 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2680 - vae_accuracy: 0.8316 - val_loss: 15.6800 - val_vae_accuracy: 0.9416 Epoch 1660/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2698 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2874 - vae_accuracy: 0.8316 - val_loss: 15.8072 - val_vae_accuracy: 0.9412 Epoch 1661/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.3590 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3389 - vae_accuracy: 0.8314 - val_loss: 15.7124 - val_vae_accuracy: 0.9416 Epoch 1662/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3535 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3138 - vae_accuracy: 0.8316 - val_loss: 15.7115 - val_vae_accuracy: 0.9415 Epoch 1663/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2794 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2499 - vae_accuracy: 0.8317 - val_loss: 15.7413 - val_vae_accuracy: 0.9414 Epoch 1664/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2845 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2896 - vae_accuracy: 0.8316 - val_loss: 15.8240 - val_vae_accuracy: 0.9414 Epoch 1665/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2493 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2372 - vae_accuracy: 0.8318 - val_loss: 15.7559 - val_vae_accuracy: 0.9416 Epoch 1666/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2853 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2732 - vae_accuracy: 0.8317 - val_loss: 15.7224 - val_vae_accuracy: 0.9416 Epoch 1667/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2846 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2796 - vae_accuracy: 0.8316 - val_loss: 15.7346 - val_vae_accuracy: 0.9413 Epoch 1668/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.3247 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2605 - vae_accuracy: 0.8316 - val_loss: 15.8179 - val_vae_accuracy: 0.9413 Epoch 1669/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2654 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2608 - vae_accuracy: 0.8317 - val_loss: 15.5754 - val_vae_accuracy: 0.9417 Epoch 1670/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2415 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2604 - vae_accuracy: 0.8316 - val_loss: 15.7379 - val_vae_accuracy: 0.9415 Epoch 1671/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2691 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2609 - vae_accuracy: 0.8317 - val_loss: 15.5892 - val_vae_accuracy: 0.9417 Epoch 1672/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2869 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2618 - vae_accuracy: 0.8317 - val_loss: 15.7090 - val_vae_accuracy: 0.9416 Epoch 1673/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2447 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2756 - vae_accuracy: 0.8317 - val_loss: 15.7683 - val_vae_accuracy: 0.9413 Epoch 1674/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2692 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2545 - vae_accuracy: 0.8318 - val_loss: 15.6775 - val_vae_accuracy: 0.9417 Epoch 1675/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2910 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2745 - vae_accuracy: 0.8317 - val_loss: 15.7349 - val_vae_accuracy: 0.9417 Epoch 1676/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2843 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2439 - vae_accuracy: 0.8317 - val_loss: 15.6970 - val_vae_accuracy: 0.9414 Epoch 1677/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.1994 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2417 - vae_accuracy: 0.8317 - val_loss: 15.6468 - val_vae_accuracy: 0.9416 Epoch 1678/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2718 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2740 - vae_accuracy: 0.8317 - val_loss: 15.6269 - val_vae_accuracy: 0.9419 Epoch 1679/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2824 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2537 - vae_accuracy: 0.8317 - val_loss: 15.5873 - val_vae_accuracy: 0.9418 Epoch 1680/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2384 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2524 - vae_accuracy: 0.8317 - val_loss: 15.7725 - val_vae_accuracy: 0.9415 Epoch 1681/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3296 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2740 - vae_accuracy: 0.8317 - val_loss: 15.6446 - val_vae_accuracy: 0.9417 Epoch 1682/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.2764 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3151 - vae_accuracy: 0.8315 - val_loss: 15.9366 - val_vae_accuracy: 0.9411 Epoch 1683/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2030 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2566 - vae_accuracy: 0.8316 - val_loss: 15.8404 - val_vae_accuracy: 0.9411 Epoch 1684/4000 8700/13600 [==================>...........] - ETA: 0s - loss: 24.2251 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2711 - vae_accuracy: 0.8315 - val_loss: 15.5851 - val_vae_accuracy: 0.9417 Epoch 1685/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2744 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2550 - vae_accuracy: 0.8317 - val_loss: 15.7625 - val_vae_accuracy: 0.9414 Epoch 1686/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.3082 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2804 - vae_accuracy: 0.8316 - val_loss: 15.6729 - val_vae_accuracy: 0.9416 Epoch 1687/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2477 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2361 - vae_accuracy: 0.8317 - val_loss: 15.8875 - val_vae_accuracy: 0.9411 Epoch 1688/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2300 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2360 - vae_accuracy: 0.8316 - val_loss: 15.8029 - val_vae_accuracy: 0.9414 Epoch 1689/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2259 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2330 - vae_accuracy: 0.8318 - val_loss: 15.6998 - val_vae_accuracy: 0.9418 Epoch 1690/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.3275 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2851 - vae_accuracy: 0.8317 - val_loss: 15.7661 - val_vae_accuracy: 0.9416 Epoch 1691/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.3037 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2868 - vae_accuracy: 0.8317 - val_loss: 15.6481 - val_vae_accuracy: 0.9418 Epoch 1692/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3043 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2982 - vae_accuracy: 0.8317 - val_loss: 15.7601 - val_vae_accuracy: 0.9414 Epoch 1693/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3095 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2256 - vae_accuracy: 0.8317 - val_loss: 15.6349 - val_vae_accuracy: 0.9416 Epoch 1694/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2548 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2507 - vae_accuracy: 0.8316 - val_loss: 15.7638 - val_vae_accuracy: 0.9413 Epoch 1695/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2878 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2435 - vae_accuracy: 0.8317 - val_loss: 15.7448 - val_vae_accuracy: 0.9416 Epoch 1696/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2149 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2508 - vae_accuracy: 0.8317 - val_loss: 15.6340 - val_vae_accuracy: 0.9416 Epoch 1697/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.3236 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2972 - vae_accuracy: 0.8315 - val_loss: 15.5996 - val_vae_accuracy: 0.9416 Epoch 1698/4000 11700/13600 [========================>.....] - ETA: 0s - loss: 24.2619 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2638 - vae_accuracy: 0.8316 - val_loss: 15.7853 - val_vae_accuracy: 0.9413 Epoch 1699/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2693 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3020 - vae_accuracy: 0.8316 - val_loss: 15.6013 - val_vae_accuracy: 0.9419 Epoch 1700/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2702 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2870 - vae_accuracy: 0.8317 - val_loss: 15.7041 - val_vae_accuracy: 0.9416 Epoch 1701/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3245 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3095 - vae_accuracy: 0.8317 - val_loss: 15.7635 - val_vae_accuracy: 0.9417 Epoch 1702/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2447 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2584 - vae_accuracy: 0.8317 - val_loss: 15.7213 - val_vae_accuracy: 0.9416 Epoch 1703/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2544 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2607 - vae_accuracy: 0.8316 - val_loss: 15.7331 - val_vae_accuracy: 0.9414 Epoch 1704/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.3081 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2750 - vae_accuracy: 0.8316 - val_loss: 15.6517 - val_vae_accuracy: 0.9416 Epoch 1705/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2746 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2863 - vae_accuracy: 0.8316 - val_loss: 15.7636 - val_vae_accuracy: 0.9416 Epoch 1706/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2929 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3362 - vae_accuracy: 0.8317 - val_loss: 15.7724 - val_vae_accuracy: 0.9415 Epoch 1707/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2842 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2844 - vae_accuracy: 0.8316 - val_loss: 15.7553 - val_vae_accuracy: 0.9414 Epoch 1708/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2998 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2943 - vae_accuracy: 0.8316 - val_loss: 15.7327 - val_vae_accuracy: 0.9413 Epoch 1709/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2091 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2676 - vae_accuracy: 0.8315 - val_loss: 15.7688 - val_vae_accuracy: 0.9412 Epoch 1710/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2708 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2741 - vae_accuracy: 0.8317 - val_loss: 15.6971 - val_vae_accuracy: 0.9415 Epoch 1711/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2780 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2993 - vae_accuracy: 0.8316 - val_loss: 15.7673 - val_vae_accuracy: 0.9413 Epoch 1712/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2921 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2573 - vae_accuracy: 0.8316 - val_loss: 15.9361 - val_vae_accuracy: 0.9409 Epoch 1713/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2940 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3019 - vae_accuracy: 0.8315 - val_loss: 15.7944 - val_vae_accuracy: 0.9412 Epoch 1714/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2929 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2716 - vae_accuracy: 0.8316 - val_loss: 15.7804 - val_vae_accuracy: 0.9413 Epoch 1715/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2377 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2472 - vae_accuracy: 0.8317 - val_loss: 15.6453 - val_vae_accuracy: 0.9417 Epoch 1716/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2768 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2747 - vae_accuracy: 0.8317 - val_loss: 15.7362 - val_vae_accuracy: 0.9414 Epoch 1717/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2749 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2978 - vae_accuracy: 0.8317 - val_loss: 15.7006 - val_vae_accuracy: 0.9417 Epoch 1718/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.3029 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2885 - vae_accuracy: 0.8317 - val_loss: 15.7227 - val_vae_accuracy: 0.9416 Epoch 1719/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2644 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2835 - vae_accuracy: 0.8317 - val_loss: 15.6066 - val_vae_accuracy: 0.9418 Epoch 1720/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2649 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2636 - vae_accuracy: 0.8317 - val_loss: 15.7554 - val_vae_accuracy: 0.9416 Epoch 1721/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3250 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2755 - vae_accuracy: 0.8318 - val_loss: 15.6718 - val_vae_accuracy: 0.9417 Epoch 1722/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2368 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2468 - vae_accuracy: 0.8318 - val_loss: 15.6535 - val_vae_accuracy: 0.9417 Epoch 1723/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3112 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2836 - vae_accuracy: 0.8315 - val_loss: 15.6530 - val_vae_accuracy: 0.9414 Epoch 1724/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.3249 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3279 - vae_accuracy: 0.8314 - val_loss: 15.5784 - val_vae_accuracy: 0.9417 Epoch 1725/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3435 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3250 - vae_accuracy: 0.8318 - val_loss: 15.7516 - val_vae_accuracy: 0.9416 Epoch 1726/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2592 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2761 - vae_accuracy: 0.8317 - val_loss: 15.7713 - val_vae_accuracy: 0.9414 Epoch 1727/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2851 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2926 - vae_accuracy: 0.8317 - val_loss: 15.6131 - val_vae_accuracy: 0.9418 Epoch 1728/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.3436 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2993 - vae_accuracy: 0.8318 - val_loss: 15.6357 - val_vae_accuracy: 0.9417 Epoch 1729/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2852 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2754 - vae_accuracy: 0.8316 - val_loss: 15.7003 - val_vae_accuracy: 0.9415 Epoch 1730/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2179 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2745 - vae_accuracy: 0.8316 - val_loss: 15.8075 - val_vae_accuracy: 0.9414 Epoch 1731/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2863 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2833 - vae_accuracy: 0.8316 - val_loss: 15.5903 - val_vae_accuracy: 0.9417 Epoch 1732/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2085 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2486 - vae_accuracy: 0.8317 - val_loss: 15.7022 - val_vae_accuracy: 0.9416 Epoch 1733/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2706 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2580 - vae_accuracy: 0.8317 - val_loss: 15.8122 - val_vae_accuracy: 0.9413 Epoch 1734/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2025 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2383 - vae_accuracy: 0.8317 - val_loss: 15.5829 - val_vae_accuracy: 0.9418 Epoch 1735/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2197 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2375 - vae_accuracy: 0.8317 - val_loss: 15.7943 - val_vae_accuracy: 0.9413 Epoch 1736/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2381 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2055 - vae_accuracy: 0.8317 - val_loss: 15.7937 - val_vae_accuracy: 0.9413 Epoch 1737/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2808 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2912 - vae_accuracy: 0.8315 - val_loss: 15.6211 - val_vae_accuracy: 0.9416 Epoch 1738/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.2460 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2759 - vae_accuracy: 0.8318 - val_loss: 15.6857 - val_vae_accuracy: 0.9416 Epoch 1739/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2405 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2794 - vae_accuracy: 0.8317 - val_loss: 15.7817 - val_vae_accuracy: 0.9413 Epoch 1740/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.3110 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2609 - vae_accuracy: 0.8316 - val_loss: 15.6700 - val_vae_accuracy: 0.9415 Epoch 1741/4000 12000/13600 [=========================>....] - ETA: 0s - loss: 24.1124 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2637 - vae_accuracy: 0.8316 - val_loss: 15.8740 - val_vae_accuracy: 0.9411 Epoch 1742/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.2532 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2359 - vae_accuracy: 0.8316 - val_loss: 15.7978 - val_vae_accuracy: 0.9412 Epoch 1743/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.1926 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2568 - vae_accuracy: 0.8316 - val_loss: 15.8469 - val_vae_accuracy: 0.9410 Epoch 1744/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2076 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2490 - vae_accuracy: 0.8315 - val_loss: 15.8420 - val_vae_accuracy: 0.9411 Epoch 1745/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.3764 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2809 - vae_accuracy: 0.8315 - val_loss: 15.8419 - val_vae_accuracy: 0.9413 Epoch 1746/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.3660 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2685 - vae_accuracy: 0.8316 - val_loss: 15.8962 - val_vae_accuracy: 0.9411 Epoch 1747/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2741 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2666 - vae_accuracy: 0.8316 - val_loss: 15.7398 - val_vae_accuracy: 0.9414 Epoch 1748/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.2329 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2633 - vae_accuracy: 0.8316 - val_loss: 15.6737 - val_vae_accuracy: 0.9415 Epoch 1749/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2202 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2421 - vae_accuracy: 0.8317 - val_loss: 15.7393 - val_vae_accuracy: 0.9415 Epoch 1750/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2548 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2585 - vae_accuracy: 0.8317 - val_loss: 15.7426 - val_vae_accuracy: 0.9415 Epoch 1751/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.3066 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2824 - vae_accuracy: 0.8316 - val_loss: 15.8707 - val_vae_accuracy: 0.9413 Epoch 1752/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2714 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2684 - vae_accuracy: 0.8318 - val_loss: 15.6446 - val_vae_accuracy: 0.9417 Epoch 1753/4000 11100/13600 [=======================>......] - ETA: 0s - loss: 24.3227 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2820 - vae_accuracy: 0.8316 - val_loss: 15.6997 - val_vae_accuracy: 0.9414 Epoch 1754/4000 11500/13600 [========================>.....] - ETA: 0s - loss: 24.2953 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2797 - vae_accuracy: 0.8316 - val_loss: 15.7674 - val_vae_accuracy: 0.9415 Epoch 1755/4000 11500/13600 [========================>.....] - ETA: 0s - loss: 24.2361 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2432 - vae_accuracy: 0.8317 - val_loss: 15.7192 - val_vae_accuracy: 0.9414 Epoch 1756/4000 11500/13600 [========================>.....] - ETA: 0s - loss: 24.2238 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2788 - vae_accuracy: 0.8317 - val_loss: 15.7468 - val_vae_accuracy: 0.9416 Epoch 1757/4000 11300/13600 [=======================>......] - ETA: 0s - loss: 24.2548 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2638 - vae_accuracy: 0.8317 - val_loss: 15.8368 - val_vae_accuracy: 0.9413 Epoch 1758/4000 11000/13600 [=======================>......] - ETA: 0s - loss: 24.2715 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 15us/sample - loss: 24.2676 - vae_accuracy: 0.8317 - val_loss: 15.6618 - val_vae_accuracy: 0.9416 Epoch 1759/4000 11500/13600 [========================>.....] - ETA: 0s - loss: 24.1835 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2144 - vae_accuracy: 0.8317 - val_loss: 15.9509 - val_vae_accuracy: 0.9408 Epoch 1760/4000 11200/13600 [=======================>......] - ETA: 0s - loss: 24.2217 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2985 - vae_accuracy: 0.8317 - val_loss: 15.6048 - val_vae_accuracy: 0.9417 Epoch 1761/4000 11000/13600 [=======================>......] - ETA: 0s - loss: 24.3220 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 15us/sample - loss: 24.2763 - vae_accuracy: 0.8315 - val_loss: 15.6984 - val_vae_accuracy: 0.9414 Epoch 1762/4000 11400/13600 [========================>.....] - ETA: 0s - loss: 24.3731 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2796 - vae_accuracy: 0.8315 - val_loss: 15.7715 - val_vae_accuracy: 0.9413 Epoch 1763/4000 10600/13600 [======================>.......] - ETA: 0s - loss: 24.1725 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 15us/sample - loss: 24.2673 - vae_accuracy: 0.8317 - val_loss: 15.6178 - val_vae_accuracy: 0.9417 Epoch 1764/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2595 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 17us/sample - loss: 24.2607 - vae_accuracy: 0.8317 - val_loss: 15.9461 - val_vae_accuracy: 0.9409 Epoch 1765/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2579 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2535 - vae_accuracy: 0.8317 - val_loss: 15.7314 - val_vae_accuracy: 0.9414 Epoch 1766/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.1818 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2916 - vae_accuracy: 0.8316 - val_loss: 15.7507 - val_vae_accuracy: 0.9414 Epoch 1767/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2057 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2769 - vae_accuracy: 0.8316 - val_loss: 15.6024 - val_vae_accuracy: 0.9417 Epoch 1768/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.0593 - vae_accuracy: 0.8326WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2149 - vae_accuracy: 0.8317 - val_loss: 15.6922 - val_vae_accuracy: 0.9415 Epoch 1769/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.1470 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2431 - vae_accuracy: 0.8318 - val_loss: 15.7364 - val_vae_accuracy: 0.9416 Epoch 1770/4000 10200/13600 [=====================>........] - ETA: 0s - loss: 24.3116 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2508 - vae_accuracy: 0.8318 - val_loss: 15.8038 - val_vae_accuracy: 0.9414 Epoch 1771/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.3117 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2863 - vae_accuracy: 0.8316 - val_loss: 15.6264 - val_vae_accuracy: 0.9416 Epoch 1772/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3405 - vae_accuracy: 0.8296WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2591 - vae_accuracy: 0.8316 - val_loss: 15.7324 - val_vae_accuracy: 0.9414 Epoch 1773/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 23.9909 - vae_accuracy: 0.8334WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2519 - vae_accuracy: 0.8316 - val_loss: 15.6242 - val_vae_accuracy: 0.9417 Epoch 1774/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.2035 - vae_accuracy: 0.8329WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2431 - vae_accuracy: 0.8317 - val_loss: 15.6628 - val_vae_accuracy: 0.9415 Epoch 1775/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.5168 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2945 - vae_accuracy: 0.8317 - val_loss: 15.7183 - val_vae_accuracy: 0.9417 Epoch 1776/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.1870 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2280 - vae_accuracy: 0.8318 - val_loss: 15.5871 - val_vae_accuracy: 0.9417 Epoch 1777/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1870 - vae_accuracy: 0.8326WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2553 - vae_accuracy: 0.8317 - val_loss: 15.7891 - val_vae_accuracy: 0.9413 Epoch 1778/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2675 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2581 - vae_accuracy: 0.8317 - val_loss: 15.7202 - val_vae_accuracy: 0.9415 Epoch 1779/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.2557 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2549 - vae_accuracy: 0.8317 - val_loss: 15.7005 - val_vae_accuracy: 0.9416 Epoch 1780/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.2480 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2583 - vae_accuracy: 0.8316 - val_loss: 15.7832 - val_vae_accuracy: 0.9413 Epoch 1781/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.3474 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2982 - vae_accuracy: 0.8315 - val_loss: 15.8503 - val_vae_accuracy: 0.9411 Epoch 1782/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2951 - vae_accuracy: 0.8305WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2843 - vae_accuracy: 0.8315 - val_loss: 15.9410 - val_vae_accuracy: 0.9409 Epoch 1783/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.1696 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2611 - vae_accuracy: 0.8316 - val_loss: 15.6942 - val_vae_accuracy: 0.9416 Epoch 1784/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.3345 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2237 - vae_accuracy: 0.8317 - val_loss: 15.7591 - val_vae_accuracy: 0.9415 Epoch 1785/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.4121 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3316 - vae_accuracy: 0.8317 - val_loss: 15.8088 - val_vae_accuracy: 0.9413 Epoch 1786/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2525 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2709 - vae_accuracy: 0.8316 - val_loss: 15.7450 - val_vae_accuracy: 0.9414 Epoch 1787/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3284 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2702 - vae_accuracy: 0.8316 - val_loss: 15.8546 - val_vae_accuracy: 0.9411 Epoch 1788/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.1755 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2439 - vae_accuracy: 0.8318 - val_loss: 15.6070 - val_vae_accuracy: 0.9416 Epoch 1789/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2708 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2708 - vae_accuracy: 0.8316 - val_loss: 15.6421 - val_vae_accuracy: 0.9415 Epoch 1790/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2742 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2742 - vae_accuracy: 0.8315 - val_loss: 15.6859 - val_vae_accuracy: 0.9416 Epoch 1791/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3671 - vae_accuracy: 0.8306WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2264 - vae_accuracy: 0.8317 - val_loss: 15.5331 - val_vae_accuracy: 0.9417 Epoch 1792/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.3006 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3006 - vae_accuracy: 0.8315 - val_loss: 15.6732 - val_vae_accuracy: 0.9416 Epoch 1793/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2231 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2231 - vae_accuracy: 0.8317 - val_loss: 15.6419 - val_vae_accuracy: 0.9417 Epoch 1794/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2807 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2967 - vae_accuracy: 0.8316 - val_loss: 15.6488 - val_vae_accuracy: 0.9417 Epoch 1795/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2685 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2705 - vae_accuracy: 0.8317 - val_loss: 15.6957 - val_vae_accuracy: 0.9416 Epoch 1796/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2967 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2828 - vae_accuracy: 0.8316 - val_loss: 15.6571 - val_vae_accuracy: 0.9418 Epoch 1797/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.4313 - vae_accuracy: 0.8304WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2831 - vae_accuracy: 0.8317 - val_loss: 15.7979 - val_vae_accuracy: 0.9412 Epoch 1798/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2504 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2372 - vae_accuracy: 0.8318 - val_loss: 15.7180 - val_vae_accuracy: 0.9416 Epoch 1799/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2084 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2230 - vae_accuracy: 0.8317 - val_loss: 15.7380 - val_vae_accuracy: 0.9414 Epoch 1800/4000 8600/13600 [=================>............] - ETA: 0s - loss: 24.2413 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2388 - vae_accuracy: 0.8317 - val_loss: 15.6477 - val_vae_accuracy: 0.9416 Epoch 1801/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2373 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2561 - vae_accuracy: 0.8317 - val_loss: 15.7767 - val_vae_accuracy: 0.9413 Epoch 1802/4000 9000/13600 [==================>...........] - ETA: 0s - loss: 24.3726 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2735 - vae_accuracy: 0.8316 - val_loss: 15.8770 - val_vae_accuracy: 0.9412 Epoch 1803/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.0660 - vae_accuracy: 0.8333WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2708 - vae_accuracy: 0.8316 - val_loss: 16.0550 - val_vae_accuracy: 0.9408 Epoch 1804/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2613 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2608 - vae_accuracy: 0.8317 - val_loss: 15.7785 - val_vae_accuracy: 0.9415 Epoch 1805/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.1840 - vae_accuracy: 0.8333WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2648 - vae_accuracy: 0.8318 - val_loss: 15.6623 - val_vae_accuracy: 0.9418 Epoch 1806/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2643 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2716 - vae_accuracy: 0.8318 - val_loss: 15.7740 - val_vae_accuracy: 0.9413 Epoch 1807/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.1685 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2408 - vae_accuracy: 0.8316 - val_loss: 15.8399 - val_vae_accuracy: 0.9413 Epoch 1808/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.4395 - vae_accuracy: 0.8301WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2316 - vae_accuracy: 0.8317 - val_loss: 15.7001 - val_vae_accuracy: 0.9415 Epoch 1809/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.1091 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2414 - vae_accuracy: 0.8316 - val_loss: 15.7228 - val_vae_accuracy: 0.9414 Epoch 1810/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3232 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2391 - vae_accuracy: 0.8316 - val_loss: 15.8264 - val_vae_accuracy: 0.9413 Epoch 1811/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2012 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3001 - vae_accuracy: 0.8315 - val_loss: 15.8651 - val_vae_accuracy: 0.9413 Epoch 1812/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3000 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2643 - vae_accuracy: 0.8316 - val_loss: 15.6753 - val_vae_accuracy: 0.9414 Epoch 1813/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3783 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3035 - vae_accuracy: 0.8316 - val_loss: 15.9211 - val_vae_accuracy: 0.9412 Epoch 1814/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2584 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2555 - vae_accuracy: 0.8317 - val_loss: 15.8363 - val_vae_accuracy: 0.9413 Epoch 1815/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2308 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2475 - vae_accuracy: 0.8317 - val_loss: 15.8968 - val_vae_accuracy: 0.9416 Epoch 1816/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2738 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2518 - vae_accuracy: 0.8317 - val_loss: 15.8471 - val_vae_accuracy: 0.9415 Epoch 1817/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2687 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2614 - vae_accuracy: 0.8317 - val_loss: 15.8663 - val_vae_accuracy: 0.9415 Epoch 1818/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3326 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2894 - vae_accuracy: 0.8316 - val_loss: 15.7465 - val_vae_accuracy: 0.9415 Epoch 1819/4000 9000/13600 [==================>...........] - ETA: 0s - loss: 24.3617 - vae_accuracy: 0.8301WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2620 - vae_accuracy: 0.8316 - val_loss: 15.6475 - val_vae_accuracy: 0.9418 Epoch 1820/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2803 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2534 - vae_accuracy: 0.8317 - val_loss: 15.6883 - val_vae_accuracy: 0.9416 Epoch 1821/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.2598 - vae_accuracy: 0.8329WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2698 - vae_accuracy: 0.8317 - val_loss: 15.8571 - val_vae_accuracy: 0.9415 Epoch 1822/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2179 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2355 - vae_accuracy: 0.8317 - val_loss: 15.8714 - val_vae_accuracy: 0.9413 Epoch 1823/4000 9000/13600 [==================>...........] - ETA: 0s - loss: 24.1602 - vae_accuracy: 0.8328WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2377 - vae_accuracy: 0.8318 - val_loss: 15.8535 - val_vae_accuracy: 0.9413 Epoch 1824/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2550 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2360 - vae_accuracy: 0.8317 - val_loss: 15.7632 - val_vae_accuracy: 0.9415 Epoch 1825/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.3288 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2845 - vae_accuracy: 0.8316 - val_loss: 15.8796 - val_vae_accuracy: 0.9411 Epoch 1826/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2442 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2465 - vae_accuracy: 0.8317 - val_loss: 15.6873 - val_vae_accuracy: 0.9416 Epoch 1827/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.0054 - vae_accuracy: 0.8336WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2488 - vae_accuracy: 0.8317 - val_loss: 15.7743 - val_vae_accuracy: 0.9414 Epoch 1828/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2595 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2595 - vae_accuracy: 0.8317 - val_loss: 15.8010 - val_vae_accuracy: 0.9415 Epoch 1829/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.3624 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2859 - vae_accuracy: 0.8318 - val_loss: 15.7279 - val_vae_accuracy: 0.9417 Epoch 1830/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.4390 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3030 - vae_accuracy: 0.8317 - val_loss: 15.8293 - val_vae_accuracy: 0.9413 Epoch 1831/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2281 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2441 - vae_accuracy: 0.8317 - val_loss: 15.8177 - val_vae_accuracy: 0.9413 Epoch 1832/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2179 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2144 - vae_accuracy: 0.8317 - val_loss: 15.8926 - val_vae_accuracy: 0.9410 Epoch 1833/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2612 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2564 - vae_accuracy: 0.8316 - val_loss: 15.7204 - val_vae_accuracy: 0.9413 Epoch 1834/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2107 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2646 - vae_accuracy: 0.8315 - val_loss: 15.6843 - val_vae_accuracy: 0.9415 Epoch 1835/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2507 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2351 - vae_accuracy: 0.8316 - val_loss: 15.7431 - val_vae_accuracy: 0.9413 Epoch 1836/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2199 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2372 - vae_accuracy: 0.8317 - val_loss: 15.7052 - val_vae_accuracy: 0.9417 Epoch 1837/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.1792 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2089 - vae_accuracy: 0.8317 - val_loss: 15.7383 - val_vae_accuracy: 0.9416 Epoch 1838/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2266 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2352 - vae_accuracy: 0.8317 - val_loss: 15.7700 - val_vae_accuracy: 0.9415 Epoch 1839/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2571 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2571 - vae_accuracy: 0.8317 - val_loss: 15.7055 - val_vae_accuracy: 0.9417 Epoch 1840/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2621 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2621 - vae_accuracy: 0.8317 - val_loss: 15.7559 - val_vae_accuracy: 0.9416 Epoch 1841/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2072 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2457 - vae_accuracy: 0.8317 - val_loss: 15.8647 - val_vae_accuracy: 0.9413 Epoch 1842/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.3059 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3026 - vae_accuracy: 0.8317 - val_loss: 15.6541 - val_vae_accuracy: 0.9418 Epoch 1843/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2562 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2538 - vae_accuracy: 0.8317 - val_loss: 15.7118 - val_vae_accuracy: 0.9416 Epoch 1844/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2501 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2309 - vae_accuracy: 0.8317 - val_loss: 15.8814 - val_vae_accuracy: 0.9411 Epoch 1845/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2691 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2600 - vae_accuracy: 0.8316 - val_loss: 15.7375 - val_vae_accuracy: 0.9415 Epoch 1846/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2611 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2611 - vae_accuracy: 0.8316 - val_loss: 15.6619 - val_vae_accuracy: 0.9417 Epoch 1847/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2217 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2603 - vae_accuracy: 0.8317 - val_loss: 15.8805 - val_vae_accuracy: 0.9413 Epoch 1848/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2622 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2524 - vae_accuracy: 0.8316 - val_loss: 15.6817 - val_vae_accuracy: 0.9415 Epoch 1849/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2905 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2666 - vae_accuracy: 0.8315 - val_loss: 15.7987 - val_vae_accuracy: 0.9415 Epoch 1850/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2775 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2655 - vae_accuracy: 0.8317 - val_loss: 15.6795 - val_vae_accuracy: 0.9416 Epoch 1851/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2424 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2399 - vae_accuracy: 0.8317 - val_loss: 15.7636 - val_vae_accuracy: 0.9416 Epoch 1852/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.3331 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3331 - vae_accuracy: 0.8317 - val_loss: 15.8127 - val_vae_accuracy: 0.9416 Epoch 1853/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.3768 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3655 - vae_accuracy: 0.8315 - val_loss: 15.7845 - val_vae_accuracy: 0.9416 Epoch 1854/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.1742 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2106 - vae_accuracy: 0.8317 - val_loss: 15.6913 - val_vae_accuracy: 0.9414 Epoch 1855/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2025 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2200 - vae_accuracy: 0.8317 - val_loss: 15.7651 - val_vae_accuracy: 0.9415 Epoch 1856/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2527 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2361 - vae_accuracy: 0.8317 - val_loss: 15.8014 - val_vae_accuracy: 0.9414 Epoch 1857/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2686 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2585 - vae_accuracy: 0.8315 - val_loss: 15.5297 - val_vae_accuracy: 0.9417 Epoch 1858/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.3060 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3095 - vae_accuracy: 0.8316 - val_loss: 15.9208 - val_vae_accuracy: 0.9412 Epoch 1859/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2308 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2487 - vae_accuracy: 0.8318 - val_loss: 15.8928 - val_vae_accuracy: 0.9413 Epoch 1860/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2784 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2797 - vae_accuracy: 0.8317 - val_loss: 15.6810 - val_vae_accuracy: 0.9417 Epoch 1861/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2163 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2724 - vae_accuracy: 0.8317 - val_loss: 15.7647 - val_vae_accuracy: 0.9415 Epoch 1862/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2248 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2262 - vae_accuracy: 0.8317 - val_loss: 15.8073 - val_vae_accuracy: 0.9414 Epoch 1863/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2640 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2440 - vae_accuracy: 0.8317 - val_loss: 15.7271 - val_vae_accuracy: 0.9416 Epoch 1864/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2967 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2804 - vae_accuracy: 0.8318 - val_loss: 15.7707 - val_vae_accuracy: 0.9414 Epoch 1865/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3055 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2900 - vae_accuracy: 0.8316 - val_loss: 15.7616 - val_vae_accuracy: 0.9415 Epoch 1866/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.3033 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3033 - vae_accuracy: 0.8317 - val_loss: 15.8243 - val_vae_accuracy: 0.9414 Epoch 1867/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2784 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2581 - vae_accuracy: 0.8317 - val_loss: 15.9010 - val_vae_accuracy: 0.9411 Epoch 1868/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2602 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2583 - vae_accuracy: 0.8316 - val_loss: 15.7101 - val_vae_accuracy: 0.9415 Epoch 1869/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2941 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2837 - vae_accuracy: 0.8316 - val_loss: 15.6399 - val_vae_accuracy: 0.9417 Epoch 1870/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2809 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2671 - vae_accuracy: 0.8317 - val_loss: 15.7352 - val_vae_accuracy: 0.9413 Epoch 1871/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2806 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2473 - vae_accuracy: 0.8317 - val_loss: 15.7829 - val_vae_accuracy: 0.9413 Epoch 1872/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2304 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2527 - vae_accuracy: 0.8317 - val_loss: 15.7114 - val_vae_accuracy: 0.9413 Epoch 1873/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.1865 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2577 - vae_accuracy: 0.8317 - val_loss: 15.7370 - val_vae_accuracy: 0.9416 Epoch 1874/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2680 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2506 - vae_accuracy: 0.8318 - val_loss: 15.5939 - val_vae_accuracy: 0.9417 Epoch 1875/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2173 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2284 - vae_accuracy: 0.8317 - val_loss: 15.6212 - val_vae_accuracy: 0.9417 Epoch 1876/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.3144 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2879 - vae_accuracy: 0.8316 - val_loss: 15.7564 - val_vae_accuracy: 0.9414 Epoch 1877/4000 12200/13600 [=========================>....] - ETA: 0s - loss: 24.3220 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2789 - vae_accuracy: 0.8316 - val_loss: 15.7851 - val_vae_accuracy: 0.9415 Epoch 1878/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.3293 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3396 - vae_accuracy: 0.8315 - val_loss: 15.6287 - val_vae_accuracy: 0.9417 Epoch 1879/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2519 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2681 - vae_accuracy: 0.8316 - val_loss: 15.7806 - val_vae_accuracy: 0.9413 Epoch 1880/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.3303 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2934 - vae_accuracy: 0.8317 - val_loss: 15.6182 - val_vae_accuracy: 0.9418 Epoch 1881/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.1748 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2424 - vae_accuracy: 0.8317 - val_loss: 15.8582 - val_vae_accuracy: 0.9411 Epoch 1882/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2909 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2738 - vae_accuracy: 0.8317 - val_loss: 15.7557 - val_vae_accuracy: 0.9413 Epoch 1883/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2658 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2721 - vae_accuracy: 0.8316 - val_loss: 15.7249 - val_vae_accuracy: 0.9415 Epoch 1884/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2578 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2733 - vae_accuracy: 0.8317 - val_loss: 15.6445 - val_vae_accuracy: 0.9416 Epoch 1885/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2816 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2708 - vae_accuracy: 0.8317 - val_loss: 15.6669 - val_vae_accuracy: 0.9415 Epoch 1886/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2278 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2235 - vae_accuracy: 0.8317 - val_loss: 15.6981 - val_vae_accuracy: 0.9415 Epoch 1887/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2845 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2770 - vae_accuracy: 0.8316 - val_loss: 15.7352 - val_vae_accuracy: 0.9416 Epoch 1888/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2853 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2938 - vae_accuracy: 0.8317 - val_loss: 15.8987 - val_vae_accuracy: 0.9416 Epoch 1889/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2952 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2947 - vae_accuracy: 0.8318 - val_loss: 15.6877 - val_vae_accuracy: 0.9417 Epoch 1890/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.2468 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2800 - vae_accuracy: 0.8317 - val_loss: 15.8142 - val_vae_accuracy: 0.9413 Epoch 1891/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.2479 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2893 - vae_accuracy: 0.8316 - val_loss: 15.7715 - val_vae_accuracy: 0.9413 Epoch 1892/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2354 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2615 - vae_accuracy: 0.8316 - val_loss: 15.7236 - val_vae_accuracy: 0.9414 Epoch 1893/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2655 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2707 - vae_accuracy: 0.8317 - val_loss: 15.7077 - val_vae_accuracy: 0.9416 Epoch 1894/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2964 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2663 - vae_accuracy: 0.8316 - val_loss: 15.7598 - val_vae_accuracy: 0.9415 Epoch 1895/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2901 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2933 - vae_accuracy: 0.8316 - val_loss: 15.6015 - val_vae_accuracy: 0.9418 Epoch 1896/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2744 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2841 - vae_accuracy: 0.8316 - val_loss: 15.7613 - val_vae_accuracy: 0.9413 Epoch 1897/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.3130 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3203 - vae_accuracy: 0.8317 - val_loss: 15.7213 - val_vae_accuracy: 0.9416 Epoch 1898/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2442 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2790 - vae_accuracy: 0.8317 - val_loss: 15.7252 - val_vae_accuracy: 0.9415 Epoch 1899/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2697 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2500 - vae_accuracy: 0.8317 - val_loss: 15.9788 - val_vae_accuracy: 0.9409 Epoch 1900/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3045 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2713 - vae_accuracy: 0.8316 - val_loss: 16.1451 - val_vae_accuracy: 0.9405 Epoch 1901/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2986 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2937 - vae_accuracy: 0.8314 - val_loss: 15.7428 - val_vae_accuracy: 0.9413 Epoch 1902/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2395 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2558 - vae_accuracy: 0.8315 - val_loss: 15.8427 - val_vae_accuracy: 0.9410 Epoch 1903/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.3484 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2560 - vae_accuracy: 0.8316 - val_loss: 15.6868 - val_vae_accuracy: 0.9415 Epoch 1904/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2941 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2953 - vae_accuracy: 0.8317 - val_loss: 15.7541 - val_vae_accuracy: 0.9414 Epoch 1905/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2813 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2325 - vae_accuracy: 0.8318 - val_loss: 15.8410 - val_vae_accuracy: 0.9412 Epoch 1906/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2454 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2480 - vae_accuracy: 0.8315 - val_loss: 15.7507 - val_vae_accuracy: 0.9413 Epoch 1907/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.3584 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3563 - vae_accuracy: 0.8314 - val_loss: 15.6272 - val_vae_accuracy: 0.9415 Epoch 1908/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2543 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2608 - vae_accuracy: 0.8316 - val_loss: 15.6524 - val_vae_accuracy: 0.9416 Epoch 1909/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2025 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2425 - vae_accuracy: 0.8316 - val_loss: 15.6892 - val_vae_accuracy: 0.9414 Epoch 1910/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2501 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2719 - vae_accuracy: 0.8316 - val_loss: 15.7786 - val_vae_accuracy: 0.9412 Epoch 1911/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.2660 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2399 - vae_accuracy: 0.8315 - val_loss: 15.7285 - val_vae_accuracy: 0.9414 Epoch 1912/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2220 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2226 - vae_accuracy: 0.8316 - val_loss: 15.7472 - val_vae_accuracy: 0.9413 Epoch 1913/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.3510 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2463 - vae_accuracy: 0.8317 - val_loss: 15.5979 - val_vae_accuracy: 0.9418 Epoch 1914/4000 10700/13600 [======================>.......] - ETA: 0s - loss: 24.2132 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2725 - vae_accuracy: 0.8316 - val_loss: 15.6683 - val_vae_accuracy: 0.9415 Epoch 1915/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2856 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2711 - vae_accuracy: 0.8316 - val_loss: 15.8295 - val_vae_accuracy: 0.9412 Epoch 1916/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2492 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2648 - vae_accuracy: 0.8317 - val_loss: 16.1407 - val_vae_accuracy: 0.9407 Epoch 1917/4000 11300/13600 [=======================>......] - ETA: 0s - loss: 24.2522 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.3064 - vae_accuracy: 0.8316 - val_loss: 15.6676 - val_vae_accuracy: 0.9415 Epoch 1918/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2139 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2647 - vae_accuracy: 0.8317 - val_loss: 15.7624 - val_vae_accuracy: 0.9415 Epoch 1919/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.1824 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2630 - vae_accuracy: 0.8317 - val_loss: 15.5960 - val_vae_accuracy: 0.9418 Epoch 1920/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.1798 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2466 - vae_accuracy: 0.8317 - val_loss: 15.7768 - val_vae_accuracy: 0.9413 Epoch 1921/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2683 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2580 - vae_accuracy: 0.8316 - val_loss: 15.7852 - val_vae_accuracy: 0.9414 Epoch 1922/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2863 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2446 - vae_accuracy: 0.8317 - val_loss: 15.7421 - val_vae_accuracy: 0.9415 Epoch 1923/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2069 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2208 - vae_accuracy: 0.8316 - val_loss: 15.7305 - val_vae_accuracy: 0.9414 Epoch 1924/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.3010 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2822 - vae_accuracy: 0.8316 - val_loss: 15.7814 - val_vae_accuracy: 0.9414 Epoch 1925/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2536 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2765 - vae_accuracy: 0.8316 - val_loss: 15.8462 - val_vae_accuracy: 0.9412 Epoch 1926/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2007 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2563 - vae_accuracy: 0.8317 - val_loss: 15.7117 - val_vae_accuracy: 0.9416 Epoch 1927/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2167 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2691 - vae_accuracy: 0.8317 - val_loss: 15.7440 - val_vae_accuracy: 0.9416 Epoch 1928/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.3360 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2608 - vae_accuracy: 0.8317 - val_loss: 15.6533 - val_vae_accuracy: 0.9417 Epoch 1929/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2211 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2358 - vae_accuracy: 0.8317 - val_loss: 15.6964 - val_vae_accuracy: 0.9416 Epoch 1930/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2229 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2431 - vae_accuracy: 0.8317 - val_loss: 15.7806 - val_vae_accuracy: 0.9415 Epoch 1931/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.1912 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2308 - vae_accuracy: 0.8317 - val_loss: 15.6962 - val_vae_accuracy: 0.9417 Epoch 1932/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3151 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2801 - vae_accuracy: 0.8318 - val_loss: 15.7577 - val_vae_accuracy: 0.9416 Epoch 1933/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.3141 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2978 - vae_accuracy: 0.8316 - val_loss: 15.7481 - val_vae_accuracy: 0.9417 Epoch 1934/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.3050 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2932 - vae_accuracy: 0.8317 - val_loss: 15.7809 - val_vae_accuracy: 0.9415 Epoch 1935/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2137 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2705 - vae_accuracy: 0.8316 - val_loss: 15.6829 - val_vae_accuracy: 0.9415 Epoch 1936/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2231 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2565 - vae_accuracy: 0.8316 - val_loss: 15.6895 - val_vae_accuracy: 0.9416 Epoch 1937/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2633 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2459 - vae_accuracy: 0.8317 - val_loss: 15.6574 - val_vae_accuracy: 0.9417 Epoch 1938/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2747 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2780 - vae_accuracy: 0.8316 - val_loss: 15.7200 - val_vae_accuracy: 0.9415 Epoch 1939/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2736 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2774 - vae_accuracy: 0.8317 - val_loss: 15.7930 - val_vae_accuracy: 0.9412 Epoch 1940/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2623 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2623 - vae_accuracy: 0.8316 - val_loss: 15.6998 - val_vae_accuracy: 0.9416 Epoch 1941/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2040 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2515 - vae_accuracy: 0.8317 - val_loss: 15.7836 - val_vae_accuracy: 0.9413 Epoch 1942/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.0350 - vae_accuracy: 0.8326WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2656 - vae_accuracy: 0.8317 - val_loss: 15.6973 - val_vae_accuracy: 0.9417 Epoch 1943/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2394 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2580 - vae_accuracy: 0.8317 - val_loss: 15.8449 - val_vae_accuracy: 0.9412 Epoch 1944/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.3195 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2679 - vae_accuracy: 0.8317 - val_loss: 15.8269 - val_vae_accuracy: 0.9413 Epoch 1945/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2471 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2778 - vae_accuracy: 0.8316 - val_loss: 15.6576 - val_vae_accuracy: 0.9415 Epoch 1946/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.1795 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2468 - vae_accuracy: 0.8317 - val_loss: 15.7387 - val_vae_accuracy: 0.9414 Epoch 1947/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2591 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2383 - vae_accuracy: 0.8317 - val_loss: 15.7381 - val_vae_accuracy: 0.9412 Epoch 1948/4000 11900/13600 [=========================>....] - ETA: 0s - loss: 24.2667 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2725 - vae_accuracy: 0.8315 - val_loss: 15.6642 - val_vae_accuracy: 0.9415 Epoch 1949/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2501 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2646 - vae_accuracy: 0.8316 - val_loss: 15.5871 - val_vae_accuracy: 0.9418 Epoch 1950/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2234 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2510 - vae_accuracy: 0.8317 - val_loss: 15.6267 - val_vae_accuracy: 0.9417 Epoch 1951/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2796 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2528 - vae_accuracy: 0.8317 - val_loss: 15.8378 - val_vae_accuracy: 0.9415 Epoch 1952/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2631 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2792 - vae_accuracy: 0.8317 - val_loss: 15.8745 - val_vae_accuracy: 0.9411 Epoch 1953/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2674 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2613 - vae_accuracy: 0.8316 - val_loss: 15.7126 - val_vae_accuracy: 0.9415 Epoch 1954/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2708 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2748 - vae_accuracy: 0.8317 - val_loss: 15.7723 - val_vae_accuracy: 0.9414 Epoch 1955/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2128 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2209 - vae_accuracy: 0.8317 - val_loss: 15.6926 - val_vae_accuracy: 0.9414 Epoch 1956/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2525 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2276 - vae_accuracy: 0.8316 - val_loss: 15.9046 - val_vae_accuracy: 0.9409 Epoch 1957/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.3164 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2471 - vae_accuracy: 0.8316 - val_loss: 15.8327 - val_vae_accuracy: 0.9413 Epoch 1958/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2169 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2107 - vae_accuracy: 0.8317 - val_loss: 15.8330 - val_vae_accuracy: 0.9411 Epoch 1959/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2556 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2601 - vae_accuracy: 0.8316 - val_loss: 15.9694 - val_vae_accuracy: 0.9412 Epoch 1960/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3016 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2692 - vae_accuracy: 0.8317 - val_loss: 15.7411 - val_vae_accuracy: 0.9413 Epoch 1961/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2761 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2534 - vae_accuracy: 0.8315 - val_loss: 16.0484 - val_vae_accuracy: 0.9407 Epoch 1962/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2889 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2590 - vae_accuracy: 0.8315 - val_loss: 15.6681 - val_vae_accuracy: 0.9415 Epoch 1963/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3004 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2736 - vae_accuracy: 0.8316 - val_loss: 15.6497 - val_vae_accuracy: 0.9417 Epoch 1964/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2276 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2148 - vae_accuracy: 0.8318 - val_loss: 15.8355 - val_vae_accuracy: 0.9414 Epoch 1965/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2223 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2299 - vae_accuracy: 0.8316 - val_loss: 15.8676 - val_vae_accuracy: 0.9412 Epoch 1966/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2432 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2797 - vae_accuracy: 0.8318 - val_loss: 15.7480 - val_vae_accuracy: 0.9417 Epoch 1967/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.1621 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2523 - vae_accuracy: 0.8318 - val_loss: 15.8079 - val_vae_accuracy: 0.9413 Epoch 1968/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2753 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2490 - vae_accuracy: 0.8317 - val_loss: 15.6959 - val_vae_accuracy: 0.9416 Epoch 1969/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2861 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2445 - vae_accuracy: 0.8317 - val_loss: 15.7032 - val_vae_accuracy: 0.9415 Epoch 1970/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2438 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2293 - vae_accuracy: 0.8317 - val_loss: 15.6792 - val_vae_accuracy: 0.9416 Epoch 1971/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2658 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2687 - vae_accuracy: 0.8316 - val_loss: 15.6949 - val_vae_accuracy: 0.9416 Epoch 1972/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2572 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2542 - vae_accuracy: 0.8318 - val_loss: 15.7878 - val_vae_accuracy: 0.9414 Epoch 1973/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2324 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2276 - vae_accuracy: 0.8318 - val_loss: 15.7419 - val_vae_accuracy: 0.9413 Epoch 1974/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2337 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2581 - vae_accuracy: 0.8316 - val_loss: 15.7993 - val_vae_accuracy: 0.9414 Epoch 1975/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2751 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2599 - vae_accuracy: 0.8317 - val_loss: 15.7408 - val_vae_accuracy: 0.9414 Epoch 1976/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.3045 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2757 - vae_accuracy: 0.8316 - val_loss: 16.0095 - val_vae_accuracy: 0.9408 Epoch 1977/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.1980 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2414 - vae_accuracy: 0.8316 - val_loss: 15.7605 - val_vae_accuracy: 0.9413 Epoch 1978/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2474 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2304 - vae_accuracy: 0.8316 - val_loss: 15.8474 - val_vae_accuracy: 0.9412 Epoch 1979/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2355 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2832 - vae_accuracy: 0.8316 - val_loss: 15.7973 - val_vae_accuracy: 0.9415 Epoch 1980/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2744 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2427 - vae_accuracy: 0.8317 - val_loss: 15.8992 - val_vae_accuracy: 0.9413 Epoch 1981/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2752 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2479 - vae_accuracy: 0.8317 - val_loss: 15.8912 - val_vae_accuracy: 0.9413 Epoch 1982/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2544 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2493 - vae_accuracy: 0.8317 - val_loss: 15.7083 - val_vae_accuracy: 0.9415 Epoch 1983/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.1793 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2330 - vae_accuracy: 0.8317 - val_loss: 15.7773 - val_vae_accuracy: 0.9414 Epoch 1984/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2580 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2574 - vae_accuracy: 0.8317 - val_loss: 15.7570 - val_vae_accuracy: 0.9416 Epoch 1985/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.3428 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2929 - vae_accuracy: 0.8318 - val_loss: 15.9364 - val_vae_accuracy: 0.9413 Epoch 1986/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.1916 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2183 - vae_accuracy: 0.8317 - val_loss: 15.7670 - val_vae_accuracy: 0.9414 Epoch 1987/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3348 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2796 - vae_accuracy: 0.8317 - val_loss: 15.8408 - val_vae_accuracy: 0.9415 Epoch 1988/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2551 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2882 - vae_accuracy: 0.8317 - val_loss: 15.8012 - val_vae_accuracy: 0.9414 Epoch 1989/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2080 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2405 - vae_accuracy: 0.8316 - val_loss: 15.6776 - val_vae_accuracy: 0.9415 Epoch 1990/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2601 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2732 - vae_accuracy: 0.8315 - val_loss: 15.7913 - val_vae_accuracy: 0.9414 Epoch 1991/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2299 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2289 - vae_accuracy: 0.8318 - val_loss: 15.7254 - val_vae_accuracy: 0.9417 Epoch 1992/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2176 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2528 - vae_accuracy: 0.8317 - val_loss: 15.7701 - val_vae_accuracy: 0.9415 Epoch 1993/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2793 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2912 - vae_accuracy: 0.8317 - val_loss: 15.7137 - val_vae_accuracy: 0.9416 Epoch 1994/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2042 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2380 - vae_accuracy: 0.8317 - val_loss: 15.7993 - val_vae_accuracy: 0.9415 Epoch 1995/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2962 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3082 - vae_accuracy: 0.8316 - val_loss: 15.7827 - val_vae_accuracy: 0.9416 Epoch 1996/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.3075 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3142 - vae_accuracy: 0.8317 - val_loss: 15.7737 - val_vae_accuracy: 0.9417 Epoch 1997/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2170 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2682 - vae_accuracy: 0.8317 - val_loss: 15.6961 - val_vae_accuracy: 0.9417 Epoch 1998/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2225 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2388 - vae_accuracy: 0.8317 - val_loss: 15.8258 - val_vae_accuracy: 0.9414 Epoch 1999/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2736 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2715 - vae_accuracy: 0.8317 - val_loss: 15.7318 - val_vae_accuracy: 0.9417 Epoch 2000/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2236 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3088 - vae_accuracy: 0.8317 - val_loss: 15.7050 - val_vae_accuracy: 0.9417 Epoch 2001/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2271 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2271 - vae_accuracy: 0.8318 - val_loss: 15.7974 - val_vae_accuracy: 0.9417 Epoch 2002/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2717 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2488 - vae_accuracy: 0.8317 - val_loss: 15.7321 - val_vae_accuracy: 0.9416 Epoch 2003/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2726 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2644 - vae_accuracy: 0.8316 - val_loss: 15.7765 - val_vae_accuracy: 0.9415 Epoch 2004/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2375 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2262 - vae_accuracy: 0.8317 - val_loss: 15.8209 - val_vae_accuracy: 0.9413 Epoch 2005/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2505 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2596 - vae_accuracy: 0.8316 - val_loss: 16.0076 - val_vae_accuracy: 0.9411 Epoch 2006/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.3335 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2456 - vae_accuracy: 0.8317 - val_loss: 15.6983 - val_vae_accuracy: 0.9417 Epoch 2007/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.2750 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2260 - vae_accuracy: 0.8318 - val_loss: 15.6032 - val_vae_accuracy: 0.9418 Epoch 2008/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2270 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2616 - vae_accuracy: 0.8316 - val_loss: 15.6661 - val_vae_accuracy: 0.9418 Epoch 2009/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.2789 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2648 - vae_accuracy: 0.8318 - val_loss: 15.8949 - val_vae_accuracy: 0.9416 Epoch 2010/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3467 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3075 - vae_accuracy: 0.8317 - val_loss: 15.9117 - val_vae_accuracy: 0.9412 Epoch 2011/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2172 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2295 - vae_accuracy: 0.8317 - val_loss: 15.8550 - val_vae_accuracy: 0.9413 Epoch 2012/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2517 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2422 - vae_accuracy: 0.8316 - val_loss: 15.7647 - val_vae_accuracy: 0.9415 Epoch 2013/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2936 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2487 - vae_accuracy: 0.8317 - val_loss: 15.7592 - val_vae_accuracy: 0.9415 Epoch 2014/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2295 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2317 - vae_accuracy: 0.8317 - val_loss: 15.7933 - val_vae_accuracy: 0.9414 Epoch 2015/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2521 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2860 - vae_accuracy: 0.8315 - val_loss: 15.9185 - val_vae_accuracy: 0.9413 Epoch 2016/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2937 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2514 - vae_accuracy: 0.8317 - val_loss: 15.7993 - val_vae_accuracy: 0.9416 Epoch 2017/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.3140 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3485 - vae_accuracy: 0.8316 - val_loss: 15.7182 - val_vae_accuracy: 0.9415 Epoch 2018/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2814 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2751 - vae_accuracy: 0.8315 - val_loss: 15.7229 - val_vae_accuracy: 0.9415 Epoch 2019/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2201 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2213 - vae_accuracy: 0.8318 - val_loss: 15.8739 - val_vae_accuracy: 0.9412 Epoch 2020/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2343 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2617 - vae_accuracy: 0.8317 - val_loss: 15.7583 - val_vae_accuracy: 0.9416 Epoch 2021/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2901 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2476 - vae_accuracy: 0.8319 - val_loss: 15.9015 - val_vae_accuracy: 0.9412 Epoch 2022/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2695 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2621 - vae_accuracy: 0.8316 - val_loss: 15.8335 - val_vae_accuracy: 0.9414 Epoch 2023/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2685 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2858 - vae_accuracy: 0.8316 - val_loss: 15.7247 - val_vae_accuracy: 0.9417 Epoch 2024/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2095 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2730 - vae_accuracy: 0.8317 - val_loss: 15.7754 - val_vae_accuracy: 0.9414 Epoch 2025/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2896 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2702 - vae_accuracy: 0.8316 - val_loss: 15.8291 - val_vae_accuracy: 0.9414 Epoch 2026/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2723 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2832 - vae_accuracy: 0.8317 - val_loss: 15.7719 - val_vae_accuracy: 0.9414 Epoch 2027/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3425 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2905 - vae_accuracy: 0.8316 - val_loss: 15.7782 - val_vae_accuracy: 0.9414 Epoch 2028/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2516 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2879 - vae_accuracy: 0.8316 - val_loss: 15.7655 - val_vae_accuracy: 0.9415 Epoch 2029/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2405 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2884 - vae_accuracy: 0.8316 - val_loss: 15.8385 - val_vae_accuracy: 0.9412 Epoch 2030/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2622 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2139 - vae_accuracy: 0.8317 - val_loss: 15.7699 - val_vae_accuracy: 0.9414 Epoch 2031/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2646 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2787 - vae_accuracy: 0.8317 - val_loss: 15.5899 - val_vae_accuracy: 0.9417 Epoch 2032/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2302 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2342 - vae_accuracy: 0.8317 - val_loss: 15.7590 - val_vae_accuracy: 0.9415 Epoch 2033/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2465 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2516 - vae_accuracy: 0.8317 - val_loss: 15.7410 - val_vae_accuracy: 0.9415 Epoch 2034/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2627 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2388 - vae_accuracy: 0.8317 - val_loss: 15.8032 - val_vae_accuracy: 0.9413 Epoch 2035/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2722 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2815 - vae_accuracy: 0.8316 - val_loss: 15.6260 - val_vae_accuracy: 0.9417 Epoch 2036/4000 12000/13600 [=========================>....] - ETA: 0s - loss: 24.2623 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2281 - vae_accuracy: 0.8317 - val_loss: 15.8819 - val_vae_accuracy: 0.9413 Epoch 2037/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.1685 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2244 - vae_accuracy: 0.8317 - val_loss: 15.8286 - val_vae_accuracy: 0.9413 Epoch 2038/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2114 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2399 - vae_accuracy: 0.8317 - val_loss: 15.9038 - val_vae_accuracy: 0.9411 Epoch 2039/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2919 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2742 - vae_accuracy: 0.8316 - val_loss: 15.8815 - val_vae_accuracy: 0.9413 Epoch 2040/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.1822 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2018 - vae_accuracy: 0.8317 - val_loss: 15.7726 - val_vae_accuracy: 0.9414 Epoch 2041/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2783 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2942 - vae_accuracy: 0.8316 - val_loss: 15.7437 - val_vae_accuracy: 0.9415 Epoch 2042/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2523 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2488 - vae_accuracy: 0.8316 - val_loss: 15.6808 - val_vae_accuracy: 0.9416 Epoch 2043/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2832 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2360 - vae_accuracy: 0.8317 - val_loss: 15.6186 - val_vae_accuracy: 0.9417 Epoch 2044/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2681 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2447 - vae_accuracy: 0.8316 - val_loss: 15.7895 - val_vae_accuracy: 0.9413 Epoch 2045/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2180 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2528 - vae_accuracy: 0.8316 - val_loss: 15.6798 - val_vae_accuracy: 0.9418 Epoch 2046/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2822 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2711 - vae_accuracy: 0.8317 - val_loss: 15.6060 - val_vae_accuracy: 0.9417 Epoch 2047/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2223 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2617 - vae_accuracy: 0.8316 - val_loss: 15.7751 - val_vae_accuracy: 0.9413 Epoch 2048/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2710 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2488 - vae_accuracy: 0.8316 - val_loss: 15.7887 - val_vae_accuracy: 0.9415 Epoch 2049/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3194 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2809 - vae_accuracy: 0.8316 - val_loss: 15.6788 - val_vae_accuracy: 0.9416 Epoch 2050/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.1998 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2311 - vae_accuracy: 0.8318 - val_loss: 15.7917 - val_vae_accuracy: 0.9413 Epoch 2051/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.3847 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2870 - vae_accuracy: 0.8315 - val_loss: 15.9062 - val_vae_accuracy: 0.9410 Epoch 2052/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2765 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3182 - vae_accuracy: 0.8314 - val_loss: 15.8529 - val_vae_accuracy: 0.9412 Epoch 2053/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2919 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2909 - vae_accuracy: 0.8316 - val_loss: 15.8358 - val_vae_accuracy: 0.9413 Epoch 2054/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2546 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2495 - vae_accuracy: 0.8318 - val_loss: 15.9575 - val_vae_accuracy: 0.9410 Epoch 2055/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.3180 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2965 - vae_accuracy: 0.8316 - val_loss: 15.8320 - val_vae_accuracy: 0.9413 Epoch 2056/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.3400 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3189 - vae_accuracy: 0.8317 - val_loss: 15.6207 - val_vae_accuracy: 0.9417 Epoch 2057/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2303 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2496 - vae_accuracy: 0.8317 - val_loss: 15.7309 - val_vae_accuracy: 0.9413 Epoch 2058/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2276 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2600 - vae_accuracy: 0.8315 - val_loss: 15.7592 - val_vae_accuracy: 0.9414 Epoch 2059/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2722 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2670 - vae_accuracy: 0.8316 - val_loss: 15.7573 - val_vae_accuracy: 0.9416 Epoch 2060/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2732 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2733 - vae_accuracy: 0.8317 - val_loss: 15.8090 - val_vae_accuracy: 0.9414 Epoch 2061/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2860 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2549 - vae_accuracy: 0.8318 - val_loss: 15.6986 - val_vae_accuracy: 0.9417 Epoch 2062/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2921 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2962 - vae_accuracy: 0.8317 - val_loss: 15.7934 - val_vae_accuracy: 0.9417 Epoch 2063/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2285 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2780 - vae_accuracy: 0.8318 - val_loss: 15.7048 - val_vae_accuracy: 0.9416 Epoch 2064/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2598 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2777 - vae_accuracy: 0.8317 - val_loss: 15.6993 - val_vae_accuracy: 0.9416 Epoch 2065/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.2570 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2480 - vae_accuracy: 0.8317 - val_loss: 15.8410 - val_vae_accuracy: 0.9412 Epoch 2066/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2268 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2573 - vae_accuracy: 0.8316 - val_loss: 15.6761 - val_vae_accuracy: 0.9416 Epoch 2067/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2728 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2602 - vae_accuracy: 0.8317 - val_loss: 15.7404 - val_vae_accuracy: 0.9416 Epoch 2068/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3127 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2544 - vae_accuracy: 0.8317 - val_loss: 15.7281 - val_vae_accuracy: 0.9414 Epoch 2069/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2471 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2353 - vae_accuracy: 0.8317 - val_loss: 15.7509 - val_vae_accuracy: 0.9415 Epoch 2070/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2001 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2468 - vae_accuracy: 0.8318 - val_loss: 15.6363 - val_vae_accuracy: 0.9417 Epoch 2071/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2824 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2594 - vae_accuracy: 0.8317 - val_loss: 15.8276 - val_vae_accuracy: 0.9412 Epoch 2072/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2474 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2658 - vae_accuracy: 0.8317 - val_loss: 15.6628 - val_vae_accuracy: 0.9416 Epoch 2073/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.1660 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2015 - vae_accuracy: 0.8317 - val_loss: 15.8653 - val_vae_accuracy: 0.9412 Epoch 2074/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.1683 - vae_accuracy: 0.8326WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2693 - vae_accuracy: 0.8316 - val_loss: 15.6001 - val_vae_accuracy: 0.9417 Epoch 2075/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.3153 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2900 - vae_accuracy: 0.8316 - val_loss: 15.6907 - val_vae_accuracy: 0.9415 Epoch 2076/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.5252 - vae_accuracy: 0.8305WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2847 - vae_accuracy: 0.8317 - val_loss: 15.8183 - val_vae_accuracy: 0.9413 Epoch 2077/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3110 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2352 - vae_accuracy: 0.8316 - val_loss: 15.8191 - val_vae_accuracy: 0.9412 Epoch 2078/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2142 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2416 - vae_accuracy: 0.8316 - val_loss: 15.8907 - val_vae_accuracy: 0.9412 Epoch 2079/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.4019 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2959 - vae_accuracy: 0.8316 - val_loss: 15.6524 - val_vae_accuracy: 0.9417 Epoch 2080/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.1542 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2343 - vae_accuracy: 0.8317 - val_loss: 15.8499 - val_vae_accuracy: 0.9412 Epoch 2081/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.1942 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2772 - vae_accuracy: 0.8315 - val_loss: 15.6631 - val_vae_accuracy: 0.9415 Epoch 2082/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.1641 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2713 - vae_accuracy: 0.8315 - val_loss: 15.8692 - val_vae_accuracy: 0.9412 Epoch 2083/4000 10300/13600 [=====================>........] - ETA: 0s - loss: 24.3052 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2620 - vae_accuracy: 0.8316 - val_loss: 15.7515 - val_vae_accuracy: 0.9414 Epoch 2084/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.2178 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2741 - vae_accuracy: 0.8317 - val_loss: 15.7021 - val_vae_accuracy: 0.9416 Epoch 2085/4000 10500/13600 [======================>.......] - ETA: 0s - loss: 24.1841 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2741 - vae_accuracy: 0.8316 - val_loss: 15.7555 - val_vae_accuracy: 0.9414 Epoch 2086/4000 10400/13600 [=====================>........] - ETA: 0s - loss: 24.3338 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2464 - vae_accuracy: 0.8317 - val_loss: 15.6398 - val_vae_accuracy: 0.9416 Epoch 2087/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.3447 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2362 - vae_accuracy: 0.8316 - val_loss: 15.8812 - val_vae_accuracy: 0.9410 Epoch 2088/4000 10200/13600 [=====================>........] - ETA: 0s - loss: 24.3208 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2540 - vae_accuracy: 0.8316 - val_loss: 15.9187 - val_vae_accuracy: 0.9411 Epoch 2089/4000 10300/13600 [=====================>........] - ETA: 0s - loss: 24.2365 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2602 - vae_accuracy: 0.8317 - val_loss: 15.8139 - val_vae_accuracy: 0.9415 Epoch 2090/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.3144 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3280 - vae_accuracy: 0.8317 - val_loss: 15.8529 - val_vae_accuracy: 0.9415 Epoch 2091/4000 10500/13600 [======================>.......] - ETA: 0s - loss: 24.3247 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2661 - vae_accuracy: 0.8317 - val_loss: 15.8649 - val_vae_accuracy: 0.9414 Epoch 2092/4000 10100/13600 [=====================>........] - ETA: 0s - loss: 24.1687 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2569 - vae_accuracy: 0.8318 - val_loss: 15.6618 - val_vae_accuracy: 0.9417 Epoch 2093/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2333 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2362 - vae_accuracy: 0.8317 - val_loss: 15.8317 - val_vae_accuracy: 0.9413 Epoch 2094/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 23.9976 - vae_accuracy: 0.8328WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2551 - vae_accuracy: 0.8317 - val_loss: 15.7287 - val_vae_accuracy: 0.9415 Epoch 2095/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.4197 - vae_accuracy: 0.8302WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2785 - vae_accuracy: 0.8316 - val_loss: 15.7631 - val_vae_accuracy: 0.9414 Epoch 2096/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.3300 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2777 - vae_accuracy: 0.8318 - val_loss: 15.8028 - val_vae_accuracy: 0.9413 Epoch 2097/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.4864 - vae_accuracy: 0.8306WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3132 - vae_accuracy: 0.8317 - val_loss: 15.7791 - val_vae_accuracy: 0.9415 Epoch 2098/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3867 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2731 - vae_accuracy: 0.8317 - val_loss: 15.7142 - val_vae_accuracy: 0.9414 Epoch 2099/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.1295 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2782 - vae_accuracy: 0.8317 - val_loss: 15.6289 - val_vae_accuracy: 0.9416 Epoch 2100/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.0366 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2487 - vae_accuracy: 0.8317 - val_loss: 15.9001 - val_vae_accuracy: 0.9412 Epoch 2101/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.4446 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2268 - vae_accuracy: 0.8318 - val_loss: 15.8777 - val_vae_accuracy: 0.9411 Epoch 2102/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2422 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2956 - vae_accuracy: 0.8317 - val_loss: 15.8745 - val_vae_accuracy: 0.9413 Epoch 2103/4000 10100/13600 [=====================>........] - ETA: 0s - loss: 24.3078 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2906 - vae_accuracy: 0.8317 - val_loss: 15.6984 - val_vae_accuracy: 0.9416 Epoch 2104/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2184 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2435 - vae_accuracy: 0.8317 - val_loss: 15.7717 - val_vae_accuracy: 0.9414 Epoch 2105/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.1084 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2338 - vae_accuracy: 0.8316 - val_loss: 15.8368 - val_vae_accuracy: 0.9411 Epoch 2106/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1158 - vae_accuracy: 0.8326WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2560 - vae_accuracy: 0.8316 - val_loss: 15.6690 - val_vae_accuracy: 0.9416 Epoch 2107/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.3664 - vae_accuracy: 0.8305WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2459 - vae_accuracy: 0.8317 - val_loss: 15.6554 - val_vae_accuracy: 0.9416 Epoch 2108/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.3217 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2644 - vae_accuracy: 0.8316 - val_loss: 15.7847 - val_vae_accuracy: 0.9414 Epoch 2109/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2783 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2768 - vae_accuracy: 0.8316 - val_loss: 15.6592 - val_vae_accuracy: 0.9416 Epoch 2110/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.4708 - vae_accuracy: 0.8302WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2631 - vae_accuracy: 0.8316 - val_loss: 15.6379 - val_vae_accuracy: 0.9417 Epoch 2111/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2893 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2586 - vae_accuracy: 0.8316 - val_loss: 15.7855 - val_vae_accuracy: 0.9412 Epoch 2112/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.1995 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2251 - vae_accuracy: 0.8316 - val_loss: 15.9398 - val_vae_accuracy: 0.9411 Epoch 2113/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.4171 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2916 - vae_accuracy: 0.8315 - val_loss: 15.9439 - val_vae_accuracy: 0.9411 Epoch 2114/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3271 - vae_accuracy: 0.8305WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2402 - vae_accuracy: 0.8316 - val_loss: 15.6437 - val_vae_accuracy: 0.9415 Epoch 2115/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2466 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2422 - vae_accuracy: 0.8316 - val_loss: 15.6702 - val_vae_accuracy: 0.9417 Epoch 2116/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.1837 - vae_accuracy: 0.8326WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2727 - vae_accuracy: 0.8317 - val_loss: 15.7640 - val_vae_accuracy: 0.9413 Epoch 2117/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2027 - vae_accuracy: 0.8326WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2368 - vae_accuracy: 0.8316 - val_loss: 15.6456 - val_vae_accuracy: 0.9414 Epoch 2118/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1696 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2683 - vae_accuracy: 0.8317 - val_loss: 15.7240 - val_vae_accuracy: 0.9416 Epoch 2119/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2918 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2411 - vae_accuracy: 0.8318 - val_loss: 15.7655 - val_vae_accuracy: 0.9414 Epoch 2120/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.4549 - vae_accuracy: 0.8304WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2799 - vae_accuracy: 0.8317 - val_loss: 15.6564 - val_vae_accuracy: 0.9415 Epoch 2121/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.4275 - vae_accuracy: 0.8304WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2792 - vae_accuracy: 0.8316 - val_loss: 15.7616 - val_vae_accuracy: 0.9413 Epoch 2122/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.3236 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3078 - vae_accuracy: 0.8316 - val_loss: 15.7438 - val_vae_accuracy: 0.9416 Epoch 2123/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.1583 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2688 - vae_accuracy: 0.8318 - val_loss: 15.8533 - val_vae_accuracy: 0.9415 Epoch 2124/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.3274 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2914 - vae_accuracy: 0.8317 - val_loss: 15.6038 - val_vae_accuracy: 0.9417 Epoch 2125/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.3123 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2765 - vae_accuracy: 0.8316 - val_loss: 15.7956 - val_vae_accuracy: 0.9413 Epoch 2126/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2481 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2598 - vae_accuracy: 0.8317 - val_loss: 15.8629 - val_vae_accuracy: 0.9412 Epoch 2127/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.3762 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2320 - vae_accuracy: 0.8316 - val_loss: 15.7257 - val_vae_accuracy: 0.9415 Epoch 2128/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2331 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2449 - vae_accuracy: 0.8316 - val_loss: 15.9198 - val_vae_accuracy: 0.9410 Epoch 2129/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.3237 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2524 - vae_accuracy: 0.8315 - val_loss: 15.7503 - val_vae_accuracy: 0.9414 Epoch 2130/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2649 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2741 - vae_accuracy: 0.8316 - val_loss: 15.8445 - val_vae_accuracy: 0.9410 Epoch 2131/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.3326 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3189 - vae_accuracy: 0.8315 - val_loss: 15.9129 - val_vae_accuracy: 0.9412 Epoch 2132/4000 10100/13600 [=====================>........] - ETA: 0s - loss: 24.3359 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2823 - vae_accuracy: 0.8317 - val_loss: 15.7730 - val_vae_accuracy: 0.9414 Epoch 2133/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.1727 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2568 - vae_accuracy: 0.8316 - val_loss: 15.8890 - val_vae_accuracy: 0.9414 Epoch 2134/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.4068 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2610 - vae_accuracy: 0.8317 - val_loss: 15.8023 - val_vae_accuracy: 0.9415 Epoch 2135/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.2925 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2672 - vae_accuracy: 0.8316 - val_loss: 15.8634 - val_vae_accuracy: 0.9414 Epoch 2136/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2492 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2492 - vae_accuracy: 0.8316 - val_loss: 15.7954 - val_vae_accuracy: 0.9413 Epoch 2137/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.1106 - vae_accuracy: 0.8327WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2933 - vae_accuracy: 0.8317 - val_loss: 15.7954 - val_vae_accuracy: 0.9415 Epoch 2138/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2556 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2593 - vae_accuracy: 0.8316 - val_loss: 15.7622 - val_vae_accuracy: 0.9412 Epoch 2139/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2517 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2517 - vae_accuracy: 0.8316 - val_loss: 15.8396 - val_vae_accuracy: 0.9414 Epoch 2140/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2599 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2599 - vae_accuracy: 0.8317 - val_loss: 15.7169 - val_vae_accuracy: 0.9415 Epoch 2141/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2195 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2639 - vae_accuracy: 0.8317 - val_loss: 15.8096 - val_vae_accuracy: 0.9416 Epoch 2142/4000 10300/13600 [=====================>........] - ETA: 0s - loss: 24.1705 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2642 - vae_accuracy: 0.8317 - val_loss: 15.8047 - val_vae_accuracy: 0.9414 Epoch 2143/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2001 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2810 - vae_accuracy: 0.8316 - val_loss: 15.7135 - val_vae_accuracy: 0.9416 Epoch 2144/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2883 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2565 - vae_accuracy: 0.8317 - val_loss: 15.7895 - val_vae_accuracy: 0.9416 Epoch 2145/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3386 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2614 - vae_accuracy: 0.8316 - val_loss: 15.9227 - val_vae_accuracy: 0.9411 Epoch 2146/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.4060 - vae_accuracy: 0.8295WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2345 - vae_accuracy: 0.8316 - val_loss: 15.9213 - val_vae_accuracy: 0.9413 Epoch 2147/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.0939 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2590 - vae_accuracy: 0.8317 - val_loss: 15.7902 - val_vae_accuracy: 0.9415 Epoch 2148/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2273 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2567 - vae_accuracy: 0.8316 - val_loss: 15.9475 - val_vae_accuracy: 0.9414 Epoch 2149/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2740 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2743 - vae_accuracy: 0.8316 - val_loss: 15.9946 - val_vae_accuracy: 0.9414 Epoch 2150/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.4129 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3348 - vae_accuracy: 0.8316 - val_loss: 16.0898 - val_vae_accuracy: 0.9413 Epoch 2151/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.5055 - vae_accuracy: 0.8291WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2482 - vae_accuracy: 0.8316 - val_loss: 16.0332 - val_vae_accuracy: 0.9413 Epoch 2152/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.1847 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2624 - vae_accuracy: 0.8315 - val_loss: 16.1155 - val_vae_accuracy: 0.9413 Epoch 2153/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2659 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2405 - vae_accuracy: 0.8317 - val_loss: 16.0962 - val_vae_accuracy: 0.9415 Epoch 2154/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3100 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3083 - vae_accuracy: 0.8317 - val_loss: 15.9962 - val_vae_accuracy: 0.9417 Epoch 2155/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2088 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2900 - vae_accuracy: 0.8317 - val_loss: 15.9197 - val_vae_accuracy: 0.9416 Epoch 2156/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.4716 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3153 - vae_accuracy: 0.8317 - val_loss: 15.9826 - val_vae_accuracy: 0.9414 Epoch 2157/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.0886 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2826 - vae_accuracy: 0.8316 - val_loss: 15.8901 - val_vae_accuracy: 0.9415 Epoch 2158/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2515 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2515 - vae_accuracy: 0.8318 - val_loss: 15.7840 - val_vae_accuracy: 0.9417 Epoch 2159/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2639 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2639 - vae_accuracy: 0.8316 - val_loss: 15.9212 - val_vae_accuracy: 0.9414 Epoch 2160/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.4008 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2606 - vae_accuracy: 0.8317 - val_loss: 15.9738 - val_vae_accuracy: 0.9415 Epoch 2161/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.2841 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2529 - vae_accuracy: 0.8316 - val_loss: 15.9428 - val_vae_accuracy: 0.9414 Epoch 2162/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2802 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2802 - vae_accuracy: 0.8317 - val_loss: 15.8908 - val_vae_accuracy: 0.9413 Epoch 2163/4000 9000/13600 [==================>...........] - ETA: 0s - loss: 24.4894 - vae_accuracy: 0.8303WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2961 - vae_accuracy: 0.8316 - val_loss: 15.8214 - val_vae_accuracy: 0.9415 Epoch 2164/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2513 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2707 - vae_accuracy: 0.8316 - val_loss: 15.9854 - val_vae_accuracy: 0.9411 Epoch 2165/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.1890 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2195 - vae_accuracy: 0.8317 - val_loss: 16.0423 - val_vae_accuracy: 0.9411 Epoch 2166/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.3320 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2508 - vae_accuracy: 0.8316 - val_loss: 15.8498 - val_vae_accuracy: 0.9414 Epoch 2167/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.1987 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2742 - vae_accuracy: 0.8316 - val_loss: 15.7572 - val_vae_accuracy: 0.9417 Epoch 2168/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2613 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2316 - vae_accuracy: 0.8318 - val_loss: 15.7315 - val_vae_accuracy: 0.9416 Epoch 2169/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.0251 - vae_accuracy: 0.8330WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2127 - vae_accuracy: 0.8317 - val_loss: 15.7650 - val_vae_accuracy: 0.9416 Epoch 2170/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3733 - vae_accuracy: 0.8307WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2460 - vae_accuracy: 0.8317 - val_loss: 15.9581 - val_vae_accuracy: 0.9413 Epoch 2171/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2975 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2975 - vae_accuracy: 0.8317 - val_loss: 15.7863 - val_vae_accuracy: 0.9417 Epoch 2172/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2928 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2385 - vae_accuracy: 0.8318 - val_loss: 15.8269 - val_vae_accuracy: 0.9415 Epoch 2173/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.4466 - vae_accuracy: 0.8306WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2447 - vae_accuracy: 0.8317 - val_loss: 15.9580 - val_vae_accuracy: 0.9411 Epoch 2174/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.3343 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2494 - vae_accuracy: 0.8316 - val_loss: 15.7725 - val_vae_accuracy: 0.9415 Epoch 2175/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.1602 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2813 - vae_accuracy: 0.8317 - val_loss: 15.8517 - val_vae_accuracy: 0.9413 Epoch 2176/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3483 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2605 - vae_accuracy: 0.8316 - val_loss: 15.8275 - val_vae_accuracy: 0.9415 Epoch 2177/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.0869 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2454 - vae_accuracy: 0.8316 - val_loss: 15.8245 - val_vae_accuracy: 0.9412 Epoch 2178/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.0640 - vae_accuracy: 0.8329WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2449 - vae_accuracy: 0.8316 - val_loss: 15.7216 - val_vae_accuracy: 0.9415 Epoch 2179/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3135 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2396 - vae_accuracy: 0.8316 - val_loss: 15.6956 - val_vae_accuracy: 0.9415 Epoch 2180/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2575 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2575 - vae_accuracy: 0.8317 - val_loss: 15.8369 - val_vae_accuracy: 0.9412 Epoch 2181/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2835 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2848 - vae_accuracy: 0.8317 - val_loss: 15.7076 - val_vae_accuracy: 0.9415 Epoch 2182/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.0862 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2664 - vae_accuracy: 0.8317 - val_loss: 15.7067 - val_vae_accuracy: 0.9415 Epoch 2183/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2498 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2658 - vae_accuracy: 0.8316 - val_loss: 15.7920 - val_vae_accuracy: 0.9412 Epoch 2184/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2729 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2453 - vae_accuracy: 0.8316 - val_loss: 15.8816 - val_vae_accuracy: 0.9411 Epoch 2185/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2835 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2500 - vae_accuracy: 0.8317 - val_loss: 15.7130 - val_vae_accuracy: 0.9413 Epoch 2186/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.3212 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3212 - vae_accuracy: 0.8317 - val_loss: 15.8033 - val_vae_accuracy: 0.9414 Epoch 2187/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2760 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2692 - vae_accuracy: 0.8316 - val_loss: 15.5939 - val_vae_accuracy: 0.9417 Epoch 2188/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2543 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2543 - vae_accuracy: 0.8317 - val_loss: 15.7379 - val_vae_accuracy: 0.9414 Epoch 2189/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2524 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2636 - vae_accuracy: 0.8316 - val_loss: 15.9960 - val_vae_accuracy: 0.9409 Epoch 2190/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.0647 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2525 - vae_accuracy: 0.8317 - val_loss: 15.7559 - val_vae_accuracy: 0.9414 Epoch 2191/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2957 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2900 - vae_accuracy: 0.8317 - val_loss: 15.8202 - val_vae_accuracy: 0.9413 Epoch 2192/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2443 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2503 - vae_accuracy: 0.8316 - val_loss: 15.7326 - val_vae_accuracy: 0.9413 Epoch 2193/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2526 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2715 - vae_accuracy: 0.8316 - val_loss: 15.6598 - val_vae_accuracy: 0.9416 Epoch 2194/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2788 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2788 - vae_accuracy: 0.8315 - val_loss: 15.7081 - val_vae_accuracy: 0.9417 Epoch 2195/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.1818 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3412 - vae_accuracy: 0.8318 - val_loss: 15.7293 - val_vae_accuracy: 0.9416 Epoch 2196/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2311 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2468 - vae_accuracy: 0.8316 - val_loss: 15.7918 - val_vae_accuracy: 0.9413 Epoch 2197/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.3012 - vae_accuracy: 0.8306WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2489 - vae_accuracy: 0.8317 - val_loss: 15.8644 - val_vae_accuracy: 0.9411 Epoch 2198/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.4223 - vae_accuracy: 0.8299WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2364 - vae_accuracy: 0.8316 - val_loss: 15.8222 - val_vae_accuracy: 0.9411 Epoch 2199/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3746 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2551 - vae_accuracy: 0.8316 - val_loss: 15.8870 - val_vae_accuracy: 0.9411 Epoch 2200/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2872 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2959 - vae_accuracy: 0.8316 - val_loss: 15.8724 - val_vae_accuracy: 0.9413 Epoch 2201/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2781 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2597 - vae_accuracy: 0.8318 - val_loss: 15.8702 - val_vae_accuracy: 0.9411 Epoch 2202/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2747 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2607 - vae_accuracy: 0.8316 - val_loss: 15.8152 - val_vae_accuracy: 0.9415 Epoch 2203/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2481 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2671 - vae_accuracy: 0.8316 - val_loss: 15.8540 - val_vae_accuracy: 0.9413 Epoch 2204/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2585 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2631 - vae_accuracy: 0.8318 - val_loss: 15.6330 - val_vae_accuracy: 0.9417 Epoch 2205/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2853 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2491 - vae_accuracy: 0.8317 - val_loss: 15.7314 - val_vae_accuracy: 0.9415 Epoch 2206/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2337 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2940 - vae_accuracy: 0.8316 - val_loss: 15.7820 - val_vae_accuracy: 0.9415 Epoch 2207/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2778 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2778 - vae_accuracy: 0.8318 - val_loss: 15.8537 - val_vae_accuracy: 0.9414 Epoch 2208/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2601 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2601 - vae_accuracy: 0.8317 - val_loss: 15.8809 - val_vae_accuracy: 0.9412 Epoch 2209/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2163 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2450 - vae_accuracy: 0.8317 - val_loss: 15.7093 - val_vae_accuracy: 0.9416 Epoch 2210/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2536 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2471 - vae_accuracy: 0.8317 - val_loss: 15.6631 - val_vae_accuracy: 0.9417 Epoch 2211/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2968 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2916 - vae_accuracy: 0.8317 - val_loss: 15.7460 - val_vae_accuracy: 0.9417 Epoch 2212/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2899 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2899 - vae_accuracy: 0.8316 - val_loss: 15.7812 - val_vae_accuracy: 0.9414 Epoch 2213/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2357 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2575 - vae_accuracy: 0.8317 - val_loss: 15.8247 - val_vae_accuracy: 0.9413 Epoch 2214/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2770 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2562 - vae_accuracy: 0.8317 - val_loss: 15.7173 - val_vae_accuracy: 0.9416 Epoch 2215/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2146 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2533 - vae_accuracy: 0.8317 - val_loss: 15.6254 - val_vae_accuracy: 0.9415 Epoch 2216/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2472 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2588 - vae_accuracy: 0.8317 - val_loss: 15.8498 - val_vae_accuracy: 0.9412 Epoch 2217/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.1935 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2213 - vae_accuracy: 0.8317 - val_loss: 15.7839 - val_vae_accuracy: 0.9413 Epoch 2218/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2868 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2797 - vae_accuracy: 0.8316 - val_loss: 15.7327 - val_vae_accuracy: 0.9416 Epoch 2219/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2287 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2560 - vae_accuracy: 0.8317 - val_loss: 15.7835 - val_vae_accuracy: 0.9413 Epoch 2220/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2363 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2516 - vae_accuracy: 0.8317 - val_loss: 15.7728 - val_vae_accuracy: 0.9414 Epoch 2221/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2996 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2780 - vae_accuracy: 0.8315 - val_loss: 15.7849 - val_vae_accuracy: 0.9414 Epoch 2222/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2852 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2365 - vae_accuracy: 0.8317 - val_loss: 15.7285 - val_vae_accuracy: 0.9416 Epoch 2223/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2641 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2437 - vae_accuracy: 0.8317 - val_loss: 15.8755 - val_vae_accuracy: 0.9412 Epoch 2224/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2532 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2434 - vae_accuracy: 0.8317 - val_loss: 16.0075 - val_vae_accuracy: 0.9410 Epoch 2225/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2454 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2454 - vae_accuracy: 0.8317 - val_loss: 15.7444 - val_vae_accuracy: 0.9414 Epoch 2226/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2385 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2463 - vae_accuracy: 0.8318 - val_loss: 15.7732 - val_vae_accuracy: 0.9416 Epoch 2227/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2495 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2495 - vae_accuracy: 0.8317 - val_loss: 15.7782 - val_vae_accuracy: 0.9414 Epoch 2228/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2864 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2500 - vae_accuracy: 0.8317 - val_loss: 15.8799 - val_vae_accuracy: 0.9414 Epoch 2229/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2995 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3042 - vae_accuracy: 0.8317 - val_loss: 15.7298 - val_vae_accuracy: 0.9416 Epoch 2230/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2355 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2427 - vae_accuracy: 0.8317 - val_loss: 15.7810 - val_vae_accuracy: 0.9413 Epoch 2231/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2468 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2536 - vae_accuracy: 0.8316 - val_loss: 15.5848 - val_vae_accuracy: 0.9418 Epoch 2232/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3213 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2943 - vae_accuracy: 0.8318 - val_loss: 15.7381 - val_vae_accuracy: 0.9416 Epoch 2233/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2708 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2790 - vae_accuracy: 0.8317 - val_loss: 15.6909 - val_vae_accuracy: 0.9417 Epoch 2234/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2999 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2745 - vae_accuracy: 0.8318 - val_loss: 15.8358 - val_vae_accuracy: 0.9413 Epoch 2235/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2638 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2788 - vae_accuracy: 0.8316 - val_loss: 15.7865 - val_vae_accuracy: 0.9413 Epoch 2236/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2498 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2623 - vae_accuracy: 0.8315 - val_loss: 15.6687 - val_vae_accuracy: 0.9415 Epoch 2237/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.3072 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2704 - vae_accuracy: 0.8317 - val_loss: 15.6235 - val_vae_accuracy: 0.9418 Epoch 2238/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2125 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2125 - vae_accuracy: 0.8319 - val_loss: 15.7467 - val_vae_accuracy: 0.9414 Epoch 2239/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2114 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2289 - vae_accuracy: 0.8316 - val_loss: 15.9785 - val_vae_accuracy: 0.9409 Epoch 2240/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3272 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2473 - vae_accuracy: 0.8315 - val_loss: 15.7783 - val_vae_accuracy: 0.9413 Epoch 2241/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2562 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2465 - vae_accuracy: 0.8317 - val_loss: 15.7598 - val_vae_accuracy: 0.9414 Epoch 2242/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2781 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2322 - vae_accuracy: 0.8316 - val_loss: 15.7720 - val_vae_accuracy: 0.9414 Epoch 2243/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2360 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2777 - vae_accuracy: 0.8317 - val_loss: 15.6987 - val_vae_accuracy: 0.9416 Epoch 2244/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.3630 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2788 - vae_accuracy: 0.8317 - val_loss: 15.6451 - val_vae_accuracy: 0.9417 Epoch 2245/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.3422 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2655 - vae_accuracy: 0.8317 - val_loss: 15.8794 - val_vae_accuracy: 0.9413 Epoch 2246/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.2377 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2400 - vae_accuracy: 0.8317 - val_loss: 15.6355 - val_vae_accuracy: 0.9417 Epoch 2247/4000 8900/13600 [==================>...........] - ETA: 0s - loss: 24.2056 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2990 - vae_accuracy: 0.8317 - val_loss: 15.8057 - val_vae_accuracy: 0.9416 Epoch 2248/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.2209 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2445 - vae_accuracy: 0.8318 - val_loss: 15.7583 - val_vae_accuracy: 0.9415 Epoch 2249/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.1714 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2498 - vae_accuracy: 0.8317 - val_loss: 15.8681 - val_vae_accuracy: 0.9413 Epoch 2250/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2506 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2627 - vae_accuracy: 0.8317 - val_loss: 15.8931 - val_vae_accuracy: 0.9411 Epoch 2251/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2176 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2369 - vae_accuracy: 0.8317 - val_loss: 15.6938 - val_vae_accuracy: 0.9415 Epoch 2252/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2311 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2410 - vae_accuracy: 0.8317 - val_loss: 15.8623 - val_vae_accuracy: 0.9412 Epoch 2253/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2848 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2758 - vae_accuracy: 0.8316 - val_loss: 15.7170 - val_vae_accuracy: 0.9416 Epoch 2254/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.2402 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2713 - vae_accuracy: 0.8317 - val_loss: 15.7974 - val_vae_accuracy: 0.9415 Epoch 2255/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2575 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2921 - vae_accuracy: 0.8316 - val_loss: 15.9188 - val_vae_accuracy: 0.9412 Epoch 2256/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.3138 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3246 - vae_accuracy: 0.8317 - val_loss: 15.7577 - val_vae_accuracy: 0.9416 Epoch 2257/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.3482 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2900 - vae_accuracy: 0.8316 - val_loss: 15.7001 - val_vae_accuracy: 0.9415 Epoch 2258/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2669 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2744 - vae_accuracy: 0.8316 - val_loss: 15.8289 - val_vae_accuracy: 0.9415 Epoch 2259/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3179 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3207 - vae_accuracy: 0.8316 - val_loss: 15.6404 - val_vae_accuracy: 0.9417 Epoch 2260/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2688 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2627 - vae_accuracy: 0.8318 - val_loss: 15.6763 - val_vae_accuracy: 0.9417 Epoch 2261/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3094 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3056 - vae_accuracy: 0.8317 - val_loss: 15.7103 - val_vae_accuracy: 0.9417 Epoch 2262/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2869 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2805 - vae_accuracy: 0.8317 - val_loss: 15.9236 - val_vae_accuracy: 0.9412 Epoch 2263/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2652 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2414 - vae_accuracy: 0.8317 - val_loss: 15.7713 - val_vae_accuracy: 0.9414 Epoch 2264/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.2683 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2666 - vae_accuracy: 0.8316 - val_loss: 15.8114 - val_vae_accuracy: 0.9413 Epoch 2265/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2498 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2495 - vae_accuracy: 0.8316 - val_loss: 15.7259 - val_vae_accuracy: 0.9414 Epoch 2266/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2465 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2731 - vae_accuracy: 0.8316 - val_loss: 15.7686 - val_vae_accuracy: 0.9414 Epoch 2267/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2640 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2345 - vae_accuracy: 0.8318 - val_loss: 15.7196 - val_vae_accuracy: 0.9415 Epoch 2268/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2735 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2246 - vae_accuracy: 0.8317 - val_loss: 15.6925 - val_vae_accuracy: 0.9415 Epoch 2269/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2931 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2911 - vae_accuracy: 0.8316 - val_loss: 15.6755 - val_vae_accuracy: 0.9416 Epoch 2270/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3226 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2692 - vae_accuracy: 0.8316 - val_loss: 15.7868 - val_vae_accuracy: 0.9415 Epoch 2271/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.1480 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2554 - vae_accuracy: 0.8318 - val_loss: 15.7053 - val_vae_accuracy: 0.9416 Epoch 2272/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2661 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2383 - vae_accuracy: 0.8316 - val_loss: 15.7580 - val_vae_accuracy: 0.9414 Epoch 2273/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.2784 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2668 - vae_accuracy: 0.8316 - val_loss: 15.6649 - val_vae_accuracy: 0.9416 Epoch 2274/4000 12000/13600 [=========================>....] - ETA: 0s - loss: 24.2685 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2451 - vae_accuracy: 0.8317 - val_loss: 15.7925 - val_vae_accuracy: 0.9414 Epoch 2275/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.2024 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2699 - vae_accuracy: 0.8316 - val_loss: 15.8267 - val_vae_accuracy: 0.9412 Epoch 2276/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2940 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2882 - vae_accuracy: 0.8317 - val_loss: 15.6734 - val_vae_accuracy: 0.9417 Epoch 2277/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2625 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2802 - vae_accuracy: 0.8318 - val_loss: 15.7555 - val_vae_accuracy: 0.9415 Epoch 2278/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.3126 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3187 - vae_accuracy: 0.8315 - val_loss: 15.9068 - val_vae_accuracy: 0.9413 Epoch 2279/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.3154 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2849 - vae_accuracy: 0.8316 - val_loss: 15.8337 - val_vae_accuracy: 0.9413 Epoch 2280/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2148 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2538 - vae_accuracy: 0.8317 - val_loss: 15.7707 - val_vae_accuracy: 0.9415 Epoch 2281/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.2661 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2777 - vae_accuracy: 0.8317 - val_loss: 15.9199 - val_vae_accuracy: 0.9412 Epoch 2282/4000 11900/13600 [=========================>....] - ETA: 0s - loss: 24.2110 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2790 - vae_accuracy: 0.8316 - val_loss: 15.6849 - val_vae_accuracy: 0.9416 Epoch 2283/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.2478 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2912 - vae_accuracy: 0.8316 - val_loss: 15.6985 - val_vae_accuracy: 0.9415 Epoch 2284/4000 11600/13600 [========================>.....] - ETA: 0s - loss: 24.1945 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2493 - vae_accuracy: 0.8317 - val_loss: 15.8503 - val_vae_accuracy: 0.9415 Epoch 2285/4000 11500/13600 [========================>.....] - ETA: 0s - loss: 24.2206 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2535 - vae_accuracy: 0.8316 - val_loss: 15.7948 - val_vae_accuracy: 0.9414 Epoch 2286/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.3037 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3120 - vae_accuracy: 0.8316 - val_loss: 15.8348 - val_vae_accuracy: 0.9415 Epoch 2287/4000 11900/13600 [=========================>....] - ETA: 0s - loss: 24.3066 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3554 - vae_accuracy: 0.8317 - val_loss: 15.8202 - val_vae_accuracy: 0.9417 Epoch 2288/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.4268 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2772 - vae_accuracy: 0.8317 - val_loss: 15.9200 - val_vae_accuracy: 0.9412 Epoch 2289/4000 11900/13600 [=========================>....] - ETA: 0s - loss: 24.2150 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2274 - vae_accuracy: 0.8318 - val_loss: 15.8436 - val_vae_accuracy: 0.9414 Epoch 2290/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3244 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3149 - vae_accuracy: 0.8316 - val_loss: 15.7693 - val_vae_accuracy: 0.9416 Epoch 2291/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.3031 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2771 - vae_accuracy: 0.8316 - val_loss: 15.7735 - val_vae_accuracy: 0.9417 Epoch 2292/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2885 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2722 - vae_accuracy: 0.8317 - val_loss: 15.7800 - val_vae_accuracy: 0.9414 Epoch 2293/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.3353 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2790 - vae_accuracy: 0.8316 - val_loss: 15.8518 - val_vae_accuracy: 0.9414 Epoch 2294/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2699 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2951 - vae_accuracy: 0.8316 - val_loss: 15.8601 - val_vae_accuracy: 0.9414 Epoch 2295/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2922 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2741 - vae_accuracy: 0.8317 - val_loss: 15.6096 - val_vae_accuracy: 0.9417 Epoch 2296/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.4523 - vae_accuracy: 0.8307WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2678 - vae_accuracy: 0.8317 - val_loss: 15.8289 - val_vae_accuracy: 0.9414 Epoch 2297/4000 10100/13600 [=====================>........] - ETA: 0s - loss: 24.2004 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2470 - vae_accuracy: 0.8317 - val_loss: 15.7962 - val_vae_accuracy: 0.9415 Epoch 2298/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.1471 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2276 - vae_accuracy: 0.8317 - val_loss: 15.8837 - val_vae_accuracy: 0.9413 Epoch 2299/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.0819 - vae_accuracy: 0.8328WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2902 - vae_accuracy: 0.8318 - val_loss: 15.8393 - val_vae_accuracy: 0.9415 Epoch 2300/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.3035 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3043 - vae_accuracy: 0.8316 - val_loss: 15.7540 - val_vae_accuracy: 0.9415 Epoch 2301/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.3112 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2879 - vae_accuracy: 0.8315 - val_loss: 15.9080 - val_vae_accuracy: 0.9411 Epoch 2302/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.2162 - vae_accuracy: 0.8327WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2967 - vae_accuracy: 0.8317 - val_loss: 15.6836 - val_vae_accuracy: 0.9416 Epoch 2303/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.3043 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2627 - vae_accuracy: 0.8316 - val_loss: 15.9134 - val_vae_accuracy: 0.9410 Epoch 2304/4000 10300/13600 [=====================>........] - ETA: 0s - loss: 24.2337 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2715 - vae_accuracy: 0.8316 - val_loss: 15.5739 - val_vae_accuracy: 0.9418 Epoch 2305/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.3866 - vae_accuracy: 0.8306WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2486 - vae_accuracy: 0.8316 - val_loss: 15.8115 - val_vae_accuracy: 0.9411 Epoch 2306/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2236 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2903 - vae_accuracy: 0.8315 - val_loss: 15.8497 - val_vae_accuracy: 0.9412 Epoch 2307/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.0508 - vae_accuracy: 0.8328WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2389 - vae_accuracy: 0.8316 - val_loss: 15.7482 - val_vae_accuracy: 0.9414 Epoch 2308/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.0945 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2291 - vae_accuracy: 0.8317 - val_loss: 15.6499 - val_vae_accuracy: 0.9416 Epoch 2309/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2766 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2982 - vae_accuracy: 0.8317 - val_loss: 15.9232 - val_vae_accuracy: 0.9413 Epoch 2310/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.1683 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2886 - vae_accuracy: 0.8317 - val_loss: 15.8101 - val_vae_accuracy: 0.9414 Epoch 2311/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2399 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2784 - vae_accuracy: 0.8316 - val_loss: 15.8453 - val_vae_accuracy: 0.9413 Epoch 2312/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2331 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2650 - vae_accuracy: 0.8316 - val_loss: 15.8132 - val_vae_accuracy: 0.9412 Epoch 2313/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2636 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2745 - vae_accuracy: 0.8317 - val_loss: 15.8732 - val_vae_accuracy: 0.9413 Epoch 2314/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2676 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2270 - vae_accuracy: 0.8316 - val_loss: 15.8026 - val_vae_accuracy: 0.9414 Epoch 2315/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2331 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2678 - vae_accuracy: 0.8317 - val_loss: 15.7437 - val_vae_accuracy: 0.9415 Epoch 2316/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2029 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2559 - vae_accuracy: 0.8316 - val_loss: 15.8238 - val_vae_accuracy: 0.9412 Epoch 2317/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2771 - vae_accuracy: 0.8304WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2189 - vae_accuracy: 0.8316 - val_loss: 15.8023 - val_vae_accuracy: 0.9412 Epoch 2318/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2169 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2664 - vae_accuracy: 0.8316 - val_loss: 15.8061 - val_vae_accuracy: 0.9412 Epoch 2319/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.3896 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2838 - vae_accuracy: 0.8315 - val_loss: 15.5840 - val_vae_accuracy: 0.9417 Epoch 2320/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.4122 - vae_accuracy: 0.8296WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2951 - vae_accuracy: 0.8313 - val_loss: 16.0492 - val_vae_accuracy: 0.9407 Epoch 2321/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.3726 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3019 - vae_accuracy: 0.8315 - val_loss: 15.8185 - val_vae_accuracy: 0.9414 Epoch 2322/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2483 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2846 - vae_accuracy: 0.8317 - val_loss: 15.8741 - val_vae_accuracy: 0.9411 Epoch 2323/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.3891 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2404 - vae_accuracy: 0.8317 - val_loss: 15.8119 - val_vae_accuracy: 0.9412 Epoch 2324/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.3819 - vae_accuracy: 0.8305WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3096 - vae_accuracy: 0.8316 - val_loss: 15.9074 - val_vae_accuracy: 0.9412 Epoch 2325/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2924 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2348 - vae_accuracy: 0.8317 - val_loss: 15.8176 - val_vae_accuracy: 0.9414 Epoch 2326/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.1297 - vae_accuracy: 0.8328WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2553 - vae_accuracy: 0.8316 - val_loss: 15.9037 - val_vae_accuracy: 0.9411 Epoch 2327/4000 8700/13600 [==================>...........] - ETA: 0s - loss: 24.2986 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2463 - vae_accuracy: 0.8316 - val_loss: 15.8015 - val_vae_accuracy: 0.9414 Epoch 2328/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.3250 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3008 - vae_accuracy: 0.8317 - val_loss: 15.7756 - val_vae_accuracy: 0.9416 Epoch 2329/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2124 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2667 - vae_accuracy: 0.8317 - val_loss: 15.7419 - val_vae_accuracy: 0.9416 Epoch 2330/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.2435 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2759 - vae_accuracy: 0.8317 - val_loss: 15.9227 - val_vae_accuracy: 0.9411 Epoch 2331/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.4971 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2491 - vae_accuracy: 0.8317 - val_loss: 15.7784 - val_vae_accuracy: 0.9415 Epoch 2332/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.1558 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2451 - vae_accuracy: 0.8316 - val_loss: 15.7881 - val_vae_accuracy: 0.9411 Epoch 2333/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.1952 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2967 - vae_accuracy: 0.8315 - val_loss: 15.7410 - val_vae_accuracy: 0.9414 Epoch 2334/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2041 - vae_accuracy: 0.8327WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2927 - vae_accuracy: 0.8316 - val_loss: 15.7604 - val_vae_accuracy: 0.9414 Epoch 2335/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.4199 - vae_accuracy: 0.8303WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2498 - vae_accuracy: 0.8316 - val_loss: 15.7008 - val_vae_accuracy: 0.9416 Epoch 2336/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.1657 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2560 - vae_accuracy: 0.8316 - val_loss: 15.9205 - val_vae_accuracy: 0.9410 Epoch 2337/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.1854 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2754 - vae_accuracy: 0.8316 - val_loss: 15.9945 - val_vae_accuracy: 0.9410 Epoch 2338/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1534 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2841 - vae_accuracy: 0.8317 - val_loss: 15.7170 - val_vae_accuracy: 0.9416 Epoch 2339/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.3611 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2571 - vae_accuracy: 0.8316 - val_loss: 15.8477 - val_vae_accuracy: 0.9412 Epoch 2340/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2222 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3106 - vae_accuracy: 0.8316 - val_loss: 15.7246 - val_vae_accuracy: 0.9415 Epoch 2341/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.1009 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2203 - vae_accuracy: 0.8317 - val_loss: 16.0991 - val_vae_accuracy: 0.9407 Epoch 2342/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.3688 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3064 - vae_accuracy: 0.8314 - val_loss: 15.7729 - val_vae_accuracy: 0.9414 Epoch 2343/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.4413 - vae_accuracy: 0.8303WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3025 - vae_accuracy: 0.8315 - val_loss: 15.9117 - val_vae_accuracy: 0.9411 Epoch 2344/4000 10100/13600 [=====================>........] - ETA: 0s - loss: 24.1591 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2904 - vae_accuracy: 0.8316 - val_loss: 15.9175 - val_vae_accuracy: 0.9412 Epoch 2345/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3128 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2762 - vae_accuracy: 0.8317 - val_loss: 15.9238 - val_vae_accuracy: 0.9411 Epoch 2346/4000 10200/13600 [=====================>........] - ETA: 0s - loss: 24.4714 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2908 - vae_accuracy: 0.8317 - val_loss: 15.7311 - val_vae_accuracy: 0.9416 Epoch 2347/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.3664 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2621 - vae_accuracy: 0.8317 - val_loss: 15.9518 - val_vae_accuracy: 0.9410 Epoch 2348/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2677 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3469 - vae_accuracy: 0.8313 - val_loss: 15.8346 - val_vae_accuracy: 0.9412 Epoch 2349/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.3605 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3125 - vae_accuracy: 0.8316 - val_loss: 15.8679 - val_vae_accuracy: 0.9413 Epoch 2350/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2610 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2830 - vae_accuracy: 0.8316 - val_loss: 15.8470 - val_vae_accuracy: 0.9414 Epoch 2351/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.4292 - vae_accuracy: 0.8306WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3323 - vae_accuracy: 0.8315 - val_loss: 15.9266 - val_vae_accuracy: 0.9412 Epoch 2352/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2997 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3043 - vae_accuracy: 0.8315 - val_loss: 15.6975 - val_vae_accuracy: 0.9415 Epoch 2353/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.3666 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3117 - vae_accuracy: 0.8315 - val_loss: 15.9693 - val_vae_accuracy: 0.9412 Epoch 2354/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.0433 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2885 - vae_accuracy: 0.8317 - val_loss: 15.9424 - val_vae_accuracy: 0.9411 Epoch 2355/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.3995 - vae_accuracy: 0.8302WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2564 - vae_accuracy: 0.8317 - val_loss: 15.8132 - val_vae_accuracy: 0.9414 Epoch 2356/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2426 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3233 - vae_accuracy: 0.8318 - val_loss: 15.8580 - val_vae_accuracy: 0.9417 Epoch 2357/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.3369 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2366 - vae_accuracy: 0.8318 - val_loss: 15.9620 - val_vae_accuracy: 0.9410 Epoch 2358/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.3397 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2780 - vae_accuracy: 0.8316 - val_loss: 15.6561 - val_vae_accuracy: 0.9416 Epoch 2359/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2320 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2320 - vae_accuracy: 0.8317 - val_loss: 15.8783 - val_vae_accuracy: 0.9412 Epoch 2360/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2175 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2554 - vae_accuracy: 0.8317 - val_loss: 15.8283 - val_vae_accuracy: 0.9414 Epoch 2361/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.3081 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3415 - vae_accuracy: 0.8315 - val_loss: 15.9072 - val_vae_accuracy: 0.9411 Epoch 2362/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2664 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2855 - vae_accuracy: 0.8316 - val_loss: 15.8342 - val_vae_accuracy: 0.9414 Epoch 2363/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3311 - vae_accuracy: 0.8306WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2901 - vae_accuracy: 0.8316 - val_loss: 15.8072 - val_vae_accuracy: 0.9414 Epoch 2364/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.0255 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2827 - vae_accuracy: 0.8317 - val_loss: 15.7918 - val_vae_accuracy: 0.9415 Epoch 2365/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.1468 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2793 - vae_accuracy: 0.8317 - val_loss: 15.8911 - val_vae_accuracy: 0.9413 Epoch 2366/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2279 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2859 - vae_accuracy: 0.8317 - val_loss: 15.7441 - val_vae_accuracy: 0.9415 Epoch 2367/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2224 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2744 - vae_accuracy: 0.8317 - val_loss: 15.7648 - val_vae_accuracy: 0.9416 Epoch 2368/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3949 - vae_accuracy: 0.8300WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2726 - vae_accuracy: 0.8317 - val_loss: 15.7805 - val_vae_accuracy: 0.9416 Epoch 2369/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2963 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2963 - vae_accuracy: 0.8316 - val_loss: 15.8143 - val_vae_accuracy: 0.9414 Epoch 2370/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2076 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2439 - vae_accuracy: 0.8317 - val_loss: 15.7582 - val_vae_accuracy: 0.9416 Epoch 2371/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 23.9936 - vae_accuracy: 0.8328WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2583 - vae_accuracy: 0.8317 - val_loss: 15.7653 - val_vae_accuracy: 0.9414 Epoch 2372/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2173 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2159 - vae_accuracy: 0.8316 - val_loss: 15.8784 - val_vae_accuracy: 0.9411 Epoch 2373/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3875 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3001 - vae_accuracy: 0.8316 - val_loss: 15.6916 - val_vae_accuracy: 0.9416 Epoch 2374/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2569 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3043 - vae_accuracy: 0.8315 - val_loss: 15.7188 - val_vae_accuracy: 0.9416 Epoch 2375/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3013 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3143 - vae_accuracy: 0.8316 - val_loss: 15.8405 - val_vae_accuracy: 0.9415 Epoch 2376/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1135 - vae_accuracy: 0.8328WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2763 - vae_accuracy: 0.8317 - val_loss: 15.8279 - val_vae_accuracy: 0.9414 Epoch 2377/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.1844 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2754 - vae_accuracy: 0.8315 - val_loss: 15.8275 - val_vae_accuracy: 0.9413 Epoch 2378/4000 9000/13600 [==================>...........] - ETA: 0s - loss: 24.2862 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2749 - vae_accuracy: 0.8316 - val_loss: 15.8211 - val_vae_accuracy: 0.9413 Epoch 2379/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.4671 - vae_accuracy: 0.8304WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2673 - vae_accuracy: 0.8316 - val_loss: 15.8072 - val_vae_accuracy: 0.9414 Epoch 2380/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3747 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2723 - vae_accuracy: 0.8317 - val_loss: 15.8840 - val_vae_accuracy: 0.9411 Epoch 2381/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2518 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2912 - vae_accuracy: 0.8316 - val_loss: 15.8530 - val_vae_accuracy: 0.9413 Epoch 2382/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1140 - vae_accuracy: 0.8326WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2847 - vae_accuracy: 0.8318 - val_loss: 15.8359 - val_vae_accuracy: 0.9415 Epoch 2383/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.4353 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2896 - vae_accuracy: 0.8316 - val_loss: 15.7762 - val_vae_accuracy: 0.9414 Epoch 2384/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3278 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2955 - vae_accuracy: 0.8317 - val_loss: 15.7422 - val_vae_accuracy: 0.9415 Epoch 2385/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1284 - vae_accuracy: 0.8328WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2945 - vae_accuracy: 0.8317 - val_loss: 15.7489 - val_vae_accuracy: 0.9416 Epoch 2386/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2410 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2913 - vae_accuracy: 0.8317 - val_loss: 15.7041 - val_vae_accuracy: 0.9416 Epoch 2387/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.1851 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2634 - vae_accuracy: 0.8317 - val_loss: 15.6888 - val_vae_accuracy: 0.9415 Epoch 2388/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.4522 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2966 - vae_accuracy: 0.8316 - val_loss: 15.7137 - val_vae_accuracy: 0.9416 Epoch 2389/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2236 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2884 - vae_accuracy: 0.8318 - val_loss: 15.8287 - val_vae_accuracy: 0.9415 Epoch 2390/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2103 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2849 - vae_accuracy: 0.8318 - val_loss: 15.7541 - val_vae_accuracy: 0.9414 Epoch 2391/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2454 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2628 - vae_accuracy: 0.8316 - val_loss: 15.6122 - val_vae_accuracy: 0.9417 Epoch 2392/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3295 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2898 - vae_accuracy: 0.8316 - val_loss: 15.6518 - val_vae_accuracy: 0.9417 Epoch 2393/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2732 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2654 - vae_accuracy: 0.8317 - val_loss: 15.7526 - val_vae_accuracy: 0.9416 Epoch 2394/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3560 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2823 - vae_accuracy: 0.8317 - val_loss: 15.7165 - val_vae_accuracy: 0.9415 Epoch 2395/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.1688 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2957 - vae_accuracy: 0.8315 - val_loss: 15.6341 - val_vae_accuracy: 0.9415 Epoch 2396/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 23.8917 - vae_accuracy: 0.8329WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2415 - vae_accuracy: 0.8316 - val_loss: 15.8926 - val_vae_accuracy: 0.9411 Epoch 2397/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.0911 - vae_accuracy: 0.8335WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2326 - vae_accuracy: 0.8317 - val_loss: 15.8100 - val_vae_accuracy: 0.9412 Epoch 2398/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.1626 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2842 - vae_accuracy: 0.8317 - val_loss: 15.6884 - val_vae_accuracy: 0.9417 Epoch 2399/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3064 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2758 - vae_accuracy: 0.8317 - val_loss: 15.6717 - val_vae_accuracy: 0.9418 Epoch 2400/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.4157 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2738 - vae_accuracy: 0.8317 - val_loss: 15.7852 - val_vae_accuracy: 0.9414 Epoch 2401/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1298 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2846 - vae_accuracy: 0.8317 - val_loss: 15.7930 - val_vae_accuracy: 0.9414 Epoch 2402/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2610 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2440 - vae_accuracy: 0.8318 - val_loss: 15.7718 - val_vae_accuracy: 0.9414 Epoch 2403/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.1900 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2720 - vae_accuracy: 0.8316 - val_loss: 15.7798 - val_vae_accuracy: 0.9413 Epoch 2404/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3364 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2840 - vae_accuracy: 0.8318 - val_loss: 15.7437 - val_vae_accuracy: 0.9416 Epoch 2405/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.3380 - vae_accuracy: 0.8306WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2453 - vae_accuracy: 0.8317 - val_loss: 15.7021 - val_vae_accuracy: 0.9415 Epoch 2406/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1965 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2571 - vae_accuracy: 0.8316 - val_loss: 15.8411 - val_vae_accuracy: 0.9414 Epoch 2407/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.4785 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2500 - vae_accuracy: 0.8317 - val_loss: 15.7461 - val_vae_accuracy: 0.9415 Epoch 2408/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.4139 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2820 - vae_accuracy: 0.8316 - val_loss: 15.6784 - val_vae_accuracy: 0.9417 Epoch 2409/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2116 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2859 - vae_accuracy: 0.8317 - val_loss: 15.8094 - val_vae_accuracy: 0.9415 Epoch 2410/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.3019 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2906 - vae_accuracy: 0.8317 - val_loss: 15.6065 - val_vae_accuracy: 0.9419 Epoch 2411/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2660 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2660 - vae_accuracy: 0.8318 - val_loss: 15.7773 - val_vae_accuracy: 0.9415 Epoch 2412/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3152 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2645 - vae_accuracy: 0.8317 - val_loss: 15.7040 - val_vae_accuracy: 0.9415 Epoch 2413/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2643 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2578 - vae_accuracy: 0.8316 - val_loss: 15.5904 - val_vae_accuracy: 0.9418 Epoch 2414/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2422 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2764 - vae_accuracy: 0.8317 - val_loss: 15.6624 - val_vae_accuracy: 0.9417 Epoch 2415/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3416 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2550 - vae_accuracy: 0.8318 - val_loss: 15.7389 - val_vae_accuracy: 0.9414 Epoch 2416/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2760 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2625 - vae_accuracy: 0.8317 - val_loss: 15.9419 - val_vae_accuracy: 0.9410 Epoch 2417/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2323 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2273 - vae_accuracy: 0.8317 - val_loss: 15.9068 - val_vae_accuracy: 0.9412 Epoch 2418/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2088 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2372 - vae_accuracy: 0.8316 - val_loss: 15.7325 - val_vae_accuracy: 0.9414 Epoch 2419/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2211 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2211 - vae_accuracy: 0.8316 - val_loss: 15.8112 - val_vae_accuracy: 0.9413 Epoch 2420/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.2407 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2766 - vae_accuracy: 0.8316 - val_loss: 15.8667 - val_vae_accuracy: 0.9412 Epoch 2421/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2556 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2521 - vae_accuracy: 0.8317 - val_loss: 15.7088 - val_vae_accuracy: 0.9414 Epoch 2422/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.3577 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2830 - vae_accuracy: 0.8316 - val_loss: 15.7805 - val_vae_accuracy: 0.9414 Epoch 2423/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2541 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2699 - vae_accuracy: 0.8316 - val_loss: 15.8532 - val_vae_accuracy: 0.9411 Epoch 2424/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2870 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2670 - vae_accuracy: 0.8317 - val_loss: 15.7234 - val_vae_accuracy: 0.9415 Epoch 2425/4000 9000/13600 [==================>...........] - ETA: 0s - loss: 24.2597 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3072 - vae_accuracy: 0.8317 - val_loss: 15.8209 - val_vae_accuracy: 0.9415 Epoch 2426/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2869 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2379 - vae_accuracy: 0.8318 - val_loss: 15.8302 - val_vae_accuracy: 0.9413 Epoch 2427/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2169 - vae_accuracy: 0.8307WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2431 - vae_accuracy: 0.8317 - val_loss: 15.7427 - val_vae_accuracy: 0.9415 Epoch 2428/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3194 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2664 - vae_accuracy: 0.8317 - val_loss: 15.7961 - val_vae_accuracy: 0.9413 Epoch 2429/4000 9000/13600 [==================>...........] - ETA: 0s - loss: 24.2565 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2897 - vae_accuracy: 0.8316 - val_loss: 15.6356 - val_vae_accuracy: 0.9417 Epoch 2430/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.1613 - vae_accuracy: 0.8330WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2293 - vae_accuracy: 0.8318 - val_loss: 15.7155 - val_vae_accuracy: 0.9415 Epoch 2431/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2871 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2516 - vae_accuracy: 0.8316 - val_loss: 15.8109 - val_vae_accuracy: 0.9415 Epoch 2432/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.4997 - vae_accuracy: 0.8302WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2574 - vae_accuracy: 0.8317 - val_loss: 15.7782 - val_vae_accuracy: 0.9414 Epoch 2433/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2344 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2442 - vae_accuracy: 0.8318 - val_loss: 15.6795 - val_vae_accuracy: 0.9416 Epoch 2434/4000 9000/13600 [==================>...........] - ETA: 0s - loss: 24.3043 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2691 - vae_accuracy: 0.8316 - val_loss: 15.7732 - val_vae_accuracy: 0.9414 Epoch 2435/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.1484 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2783 - vae_accuracy: 0.8316 - val_loss: 15.8701 - val_vae_accuracy: 0.9410 Epoch 2436/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3402 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2089 - vae_accuracy: 0.8317 - val_loss: 15.6804 - val_vae_accuracy: 0.9416 Epoch 2437/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.0487 - vae_accuracy: 0.8326WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2561 - vae_accuracy: 0.8315 - val_loss: 15.7629 - val_vae_accuracy: 0.9412 Epoch 2438/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3578 - vae_accuracy: 0.8302WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2557 - vae_accuracy: 0.8316 - val_loss: 15.9570 - val_vae_accuracy: 0.9410 Epoch 2439/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3852 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2535 - vae_accuracy: 0.8317 - val_loss: 15.7320 - val_vae_accuracy: 0.9416 Epoch 2440/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2672 - vae_accuracy: 0.8327WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2192 - vae_accuracy: 0.8318 - val_loss: 15.8302 - val_vae_accuracy: 0.9413 Epoch 2441/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2675 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2709 - vae_accuracy: 0.8316 - val_loss: 15.7887 - val_vae_accuracy: 0.9415 Epoch 2442/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2456 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2517 - vae_accuracy: 0.8316 - val_loss: 15.7468 - val_vae_accuracy: 0.9414 Epoch 2443/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2478 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2478 - vae_accuracy: 0.8316 - val_loss: 15.7991 - val_vae_accuracy: 0.9412 Epoch 2444/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2072 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2056 - vae_accuracy: 0.8317 - val_loss: 15.7492 - val_vae_accuracy: 0.9415 Epoch 2445/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2803 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2870 - vae_accuracy: 0.8316 - val_loss: 15.6997 - val_vae_accuracy: 0.9415 Epoch 2446/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.2388 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2624 - vae_accuracy: 0.8316 - val_loss: 15.6068 - val_vae_accuracy: 0.9417 Epoch 2447/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.3122 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2916 - vae_accuracy: 0.8315 - val_loss: 15.7789 - val_vae_accuracy: 0.9412 Epoch 2448/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2810 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2756 - vae_accuracy: 0.8316 - val_loss: 15.8308 - val_vae_accuracy: 0.9413 Epoch 2449/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3258 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2498 - vae_accuracy: 0.8317 - val_loss: 15.7294 - val_vae_accuracy: 0.9416 Epoch 2450/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3227 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2738 - vae_accuracy: 0.8316 - val_loss: 15.6829 - val_vae_accuracy: 0.9414 Epoch 2451/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2174 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2494 - vae_accuracy: 0.8316 - val_loss: 15.7538 - val_vae_accuracy: 0.9414 Epoch 2452/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.1555 - vae_accuracy: 0.8326WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2909 - vae_accuracy: 0.8318 - val_loss: 15.9100 - val_vae_accuracy: 0.9411 Epoch 2453/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.1647 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2658 - vae_accuracy: 0.8316 - val_loss: 15.9146 - val_vae_accuracy: 0.9409 Epoch 2454/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2697 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2639 - vae_accuracy: 0.8315 - val_loss: 15.5883 - val_vae_accuracy: 0.9415 Epoch 2455/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2835 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2597 - vae_accuracy: 0.8315 - val_loss: 15.7711 - val_vae_accuracy: 0.9413 Epoch 2456/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.4865 - vae_accuracy: 0.8300WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3023 - vae_accuracy: 0.8318 - val_loss: 15.7051 - val_vae_accuracy: 0.9417 Epoch 2457/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.1404 - vae_accuracy: 0.8326WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3077 - vae_accuracy: 0.8317 - val_loss: 15.9288 - val_vae_accuracy: 0.9412 Epoch 2458/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2315 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2745 - vae_accuracy: 0.8317 - val_loss: 15.7667 - val_vae_accuracy: 0.9414 Epoch 2459/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1268 - vae_accuracy: 0.8327WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2477 - vae_accuracy: 0.8316 - val_loss: 15.8063 - val_vae_accuracy: 0.9413 Epoch 2460/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3291 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3028 - vae_accuracy: 0.8314 - val_loss: 15.8539 - val_vae_accuracy: 0.9411 Epoch 2461/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2821 - vae_accuracy: 0.8307WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2564 - vae_accuracy: 0.8315 - val_loss: 15.8292 - val_vae_accuracy: 0.9412 Epoch 2462/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2660 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2660 - vae_accuracy: 0.8316 - val_loss: 15.7040 - val_vae_accuracy: 0.9415 Epoch 2463/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2653 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2611 - vae_accuracy: 0.8318 - val_loss: 15.9352 - val_vae_accuracy: 0.9413 Epoch 2464/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3311 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2820 - vae_accuracy: 0.8316 - val_loss: 15.7201 - val_vae_accuracy: 0.9416 Epoch 2465/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.1929 - vae_accuracy: 0.8327WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2805 - vae_accuracy: 0.8317 - val_loss: 15.8045 - val_vae_accuracy: 0.9415 Epoch 2466/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.1381 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2490 - vae_accuracy: 0.8317 - val_loss: 15.7561 - val_vae_accuracy: 0.9417 Epoch 2467/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3365 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2671 - vae_accuracy: 0.8317 - val_loss: 15.8431 - val_vae_accuracy: 0.9412 Epoch 2468/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3215 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2490 - vae_accuracy: 0.8317 - val_loss: 15.7484 - val_vae_accuracy: 0.9416 Epoch 2469/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3043 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2721 - vae_accuracy: 0.8316 - val_loss: 15.7272 - val_vae_accuracy: 0.9415 Epoch 2470/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.1953 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2787 - vae_accuracy: 0.8316 - val_loss: 15.7839 - val_vae_accuracy: 0.9414 Epoch 2471/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2214 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2741 - vae_accuracy: 0.8317 - val_loss: 15.7302 - val_vae_accuracy: 0.9416 Epoch 2472/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2093 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2424 - vae_accuracy: 0.8318 - val_loss: 15.8647 - val_vae_accuracy: 0.9412 Epoch 2473/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2042 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2282 - vae_accuracy: 0.8318 - val_loss: 15.8398 - val_vae_accuracy: 0.9412 Epoch 2474/4000 9000/13600 [==================>...........] - ETA: 0s - loss: 24.2844 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2467 - vae_accuracy: 0.8317 - val_loss: 15.8825 - val_vae_accuracy: 0.9412 Epoch 2475/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2352 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2691 - vae_accuracy: 0.8317 - val_loss: 15.8560 - val_vae_accuracy: 0.9414 Epoch 2476/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.1934 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2270 - vae_accuracy: 0.8317 - val_loss: 15.7598 - val_vae_accuracy: 0.9415 Epoch 2477/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.4179 - vae_accuracy: 0.8297WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2051 - vae_accuracy: 0.8317 - val_loss: 15.7908 - val_vae_accuracy: 0.9415 Epoch 2478/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.2148 - vae_accuracy: 0.8307WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2735 - vae_accuracy: 0.8316 - val_loss: 16.0527 - val_vae_accuracy: 0.9411 Epoch 2479/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.4565 - vae_accuracy: 0.8303WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2806 - vae_accuracy: 0.8316 - val_loss: 15.7062 - val_vae_accuracy: 0.9417 Epoch 2480/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.0518 - vae_accuracy: 0.8326WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2478 - vae_accuracy: 0.8317 - val_loss: 15.8842 - val_vae_accuracy: 0.9414 Epoch 2481/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3664 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2421 - vae_accuracy: 0.8317 - val_loss: 15.7882 - val_vae_accuracy: 0.9416 Epoch 2482/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2918 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2561 - vae_accuracy: 0.8317 - val_loss: 15.7727 - val_vae_accuracy: 0.9415 Epoch 2483/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2108 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2707 - vae_accuracy: 0.8316 - val_loss: 15.7661 - val_vae_accuracy: 0.9415 Epoch 2484/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.0798 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2174 - vae_accuracy: 0.8317 - val_loss: 15.9149 - val_vae_accuracy: 0.9413 Epoch 2485/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3834 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2695 - vae_accuracy: 0.8316 - val_loss: 15.6883 - val_vae_accuracy: 0.9417 Epoch 2486/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.3418 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2329 - vae_accuracy: 0.8318 - val_loss: 15.8233 - val_vae_accuracy: 0.9413 Epoch 2487/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.0784 - vae_accuracy: 0.8328WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2668 - vae_accuracy: 0.8317 - val_loss: 15.8052 - val_vae_accuracy: 0.9414 Epoch 2488/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2181 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2181 - vae_accuracy: 0.8317 - val_loss: 15.7080 - val_vae_accuracy: 0.9416 Epoch 2489/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2676 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2676 - vae_accuracy: 0.8315 - val_loss: 16.0938 - val_vae_accuracy: 0.9407 Epoch 2490/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2304 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3015 - vae_accuracy: 0.8315 - val_loss: 15.7411 - val_vae_accuracy: 0.9414 Epoch 2491/4000 9000/13600 [==================>...........] - ETA: 0s - loss: 24.4223 - vae_accuracy: 0.8305WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2531 - vae_accuracy: 0.8314 - val_loss: 15.8286 - val_vae_accuracy: 0.9411 Epoch 2492/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3651 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3385 - vae_accuracy: 0.8313 - val_loss: 15.6179 - val_vae_accuracy: 0.9417 Epoch 2493/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.2936 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2701 - vae_accuracy: 0.8317 - val_loss: 15.8300 - val_vae_accuracy: 0.9414 Epoch 2494/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2287 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2479 - vae_accuracy: 0.8318 - val_loss: 15.7174 - val_vae_accuracy: 0.9416 Epoch 2495/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.0768 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2814 - vae_accuracy: 0.8316 - val_loss: 15.8113 - val_vae_accuracy: 0.9413 Epoch 2496/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.1850 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2311 - vae_accuracy: 0.8317 - val_loss: 15.8492 - val_vae_accuracy: 0.9412 Epoch 2497/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.1187 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2459 - vae_accuracy: 0.8317 - val_loss: 15.8649 - val_vae_accuracy: 0.9412 Epoch 2498/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3714 - vae_accuracy: 0.8307WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2561 - vae_accuracy: 0.8316 - val_loss: 15.7928 - val_vae_accuracy: 0.9414 Epoch 2499/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.2624 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2845 - vae_accuracy: 0.8317 - val_loss: 15.5997 - val_vae_accuracy: 0.9417 Epoch 2500/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2200 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2101 - vae_accuracy: 0.8317 - val_loss: 15.7504 - val_vae_accuracy: 0.9414 Epoch 2501/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2723 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2732 - vae_accuracy: 0.8316 - val_loss: 15.9625 - val_vae_accuracy: 0.9411 Epoch 2502/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2834 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2854 - vae_accuracy: 0.8317 - val_loss: 15.7639 - val_vae_accuracy: 0.9416 Epoch 2503/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3616 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3158 - vae_accuracy: 0.8317 - val_loss: 15.8421 - val_vae_accuracy: 0.9416 Epoch 2504/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.3380 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3742 - vae_accuracy: 0.8317 - val_loss: 15.8829 - val_vae_accuracy: 0.9414 Epoch 2505/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.1239 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2596 - vae_accuracy: 0.8317 - val_loss: 15.6611 - val_vae_accuracy: 0.9417 Epoch 2506/4000 9000/13600 [==================>...........] - ETA: 0s - loss: 24.2174 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2558 - vae_accuracy: 0.8316 - val_loss: 15.7945 - val_vae_accuracy: 0.9414 Epoch 2507/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.4061 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2618 - vae_accuracy: 0.8315 - val_loss: 16.0042 - val_vae_accuracy: 0.9409 Epoch 2508/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3241 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3279 - vae_accuracy: 0.8315 - val_loss: 15.8342 - val_vae_accuracy: 0.9414 Epoch 2509/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2931 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2783 - vae_accuracy: 0.8318 - val_loss: 15.8754 - val_vae_accuracy: 0.9413 Epoch 2510/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2530 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2636 - vae_accuracy: 0.8317 - val_loss: 15.7258 - val_vae_accuracy: 0.9415 Epoch 2511/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2657 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2657 - vae_accuracy: 0.8318 - val_loss: 15.7959 - val_vae_accuracy: 0.9415 Epoch 2512/4000 9000/13600 [==================>...........] - ETA: 0s - loss: 24.0611 - vae_accuracy: 0.8326WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2371 - vae_accuracy: 0.8318 - val_loss: 15.7888 - val_vae_accuracy: 0.9415 Epoch 2513/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2636 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2429 - vae_accuracy: 0.8317 - val_loss: 16.0192 - val_vae_accuracy: 0.9409 Epoch 2514/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.1724 - vae_accuracy: 0.8329WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2749 - vae_accuracy: 0.8317 - val_loss: 15.7998 - val_vae_accuracy: 0.9416 Epoch 2515/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2383 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2743 - vae_accuracy: 0.8317 - val_loss: 15.8310 - val_vae_accuracy: 0.9413 Epoch 2516/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2423 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2973 - vae_accuracy: 0.8316 - val_loss: 15.7429 - val_vae_accuracy: 0.9416 Epoch 2517/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3102 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2965 - vae_accuracy: 0.8316 - val_loss: 15.9459 - val_vae_accuracy: 0.9412 Epoch 2518/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.4549 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3191 - vae_accuracy: 0.8317 - val_loss: 15.6690 - val_vae_accuracy: 0.9416 Epoch 2519/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2985 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2901 - vae_accuracy: 0.8316 - val_loss: 15.7329 - val_vae_accuracy: 0.9416 Epoch 2520/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 23.9396 - vae_accuracy: 0.8335WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2694 - vae_accuracy: 0.8318 - val_loss: 15.8404 - val_vae_accuracy: 0.9414 Epoch 2521/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2760 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2760 - vae_accuracy: 0.8317 - val_loss: 15.6397 - val_vae_accuracy: 0.9417 Epoch 2522/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2965 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2965 - vae_accuracy: 0.8316 - val_loss: 15.7980 - val_vae_accuracy: 0.9415 Epoch 2523/4000 10300/13600 [=====================>........] - ETA: 0s - loss: 24.2036 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2640 - vae_accuracy: 0.8317 - val_loss: 15.6512 - val_vae_accuracy: 0.9417 Epoch 2524/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.3921 - vae_accuracy: 0.8303WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2663 - vae_accuracy: 0.8317 - val_loss: 15.6822 - val_vae_accuracy: 0.9416 Epoch 2525/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2637 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2444 - vae_accuracy: 0.8317 - val_loss: 15.8293 - val_vae_accuracy: 0.9412 Epoch 2526/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2674 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2656 - vae_accuracy: 0.8315 - val_loss: 15.7710 - val_vae_accuracy: 0.9414 Epoch 2527/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.1256 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2577 - vae_accuracy: 0.8316 - val_loss: 15.8414 - val_vae_accuracy: 0.9411 Epoch 2528/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2800 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2800 - vae_accuracy: 0.8316 - val_loss: 15.8388 - val_vae_accuracy: 0.9413 Epoch 2529/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3259 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2706 - vae_accuracy: 0.8317 - val_loss: 15.8282 - val_vae_accuracy: 0.9414 Epoch 2530/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3457 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2548 - vae_accuracy: 0.8317 - val_loss: 15.6361 - val_vae_accuracy: 0.9416 Epoch 2531/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3122 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2814 - vae_accuracy: 0.8315 - val_loss: 15.7521 - val_vae_accuracy: 0.9414 Epoch 2532/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3610 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2857 - vae_accuracy: 0.8316 - val_loss: 15.8003 - val_vae_accuracy: 0.9415 Epoch 2533/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2467 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2467 - vae_accuracy: 0.8317 - val_loss: 15.7979 - val_vae_accuracy: 0.9414 Epoch 2534/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2754 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2765 - vae_accuracy: 0.8317 - val_loss: 15.6150 - val_vae_accuracy: 0.9418 Epoch 2535/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2972 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2626 - vae_accuracy: 0.8318 - val_loss: 15.7573 - val_vae_accuracy: 0.9415 Epoch 2536/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2659 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2659 - vae_accuracy: 0.8317 - val_loss: 15.7337 - val_vae_accuracy: 0.9415 Epoch 2537/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2879 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2827 - vae_accuracy: 0.8316 - val_loss: 15.7361 - val_vae_accuracy: 0.9416 Epoch 2538/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.4110 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2212 - vae_accuracy: 0.8317 - val_loss: 15.8616 - val_vae_accuracy: 0.9412 Epoch 2539/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2921 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2529 - vae_accuracy: 0.8316 - val_loss: 15.7524 - val_vae_accuracy: 0.9412 Epoch 2540/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2219 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2219 - vae_accuracy: 0.8317 - val_loss: 15.6183 - val_vae_accuracy: 0.9415 Epoch 2541/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.1708 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2598 - vae_accuracy: 0.8316 - val_loss: 15.7365 - val_vae_accuracy: 0.9414 Epoch 2542/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.1660 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2715 - vae_accuracy: 0.8316 - val_loss: 15.7240 - val_vae_accuracy: 0.9415 Epoch 2543/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.5105 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2941 - vae_accuracy: 0.8316 - val_loss: 15.7073 - val_vae_accuracy: 0.9417 Epoch 2544/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2166 - vae_accuracy: 0.8329WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2941 - vae_accuracy: 0.8317 - val_loss: 15.9294 - val_vae_accuracy: 0.9411 Epoch 2545/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.5143 - vae_accuracy: 0.8292WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2893 - vae_accuracy: 0.8315 - val_loss: 15.7120 - val_vae_accuracy: 0.9414 Epoch 2546/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.1478 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2704 - vae_accuracy: 0.8316 - val_loss: 15.7308 - val_vae_accuracy: 0.9414 Epoch 2547/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.1645 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2723 - vae_accuracy: 0.8316 - val_loss: 15.7053 - val_vae_accuracy: 0.9415 Epoch 2548/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2496 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2569 - vae_accuracy: 0.8317 - val_loss: 15.8806 - val_vae_accuracy: 0.9413 Epoch 2549/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.4125 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2774 - vae_accuracy: 0.8318 - val_loss: 15.6412 - val_vae_accuracy: 0.9417 Epoch 2550/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.1786 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2548 - vae_accuracy: 0.8317 - val_loss: 15.7140 - val_vae_accuracy: 0.9416 Epoch 2551/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.3018 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3018 - vae_accuracy: 0.8318 - val_loss: 15.7300 - val_vae_accuracy: 0.9417 Epoch 2552/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.1815 - vae_accuracy: 0.8327WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2891 - vae_accuracy: 0.8317 - val_loss: 15.6667 - val_vae_accuracy: 0.9416 Epoch 2553/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2908 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2740 - vae_accuracy: 0.8316 - val_loss: 15.9223 - val_vae_accuracy: 0.9410 Epoch 2554/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.1679 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2514 - vae_accuracy: 0.8317 - val_loss: 15.7510 - val_vae_accuracy: 0.9416 Epoch 2555/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2955 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2580 - vae_accuracy: 0.8317 - val_loss: 15.8311 - val_vae_accuracy: 0.9414 Epoch 2556/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2549 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2549 - vae_accuracy: 0.8317 - val_loss: 15.9442 - val_vae_accuracy: 0.9410 Epoch 2557/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2888 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2307 - vae_accuracy: 0.8315 - val_loss: 15.6842 - val_vae_accuracy: 0.9413 Epoch 2558/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2502 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2465 - vae_accuracy: 0.8315 - val_loss: 15.6610 - val_vae_accuracy: 0.9415 Epoch 2559/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2264 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2336 - vae_accuracy: 0.8317 - val_loss: 15.8440 - val_vae_accuracy: 0.9410 Epoch 2560/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2161 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2225 - vae_accuracy: 0.8317 - val_loss: 15.5547 - val_vae_accuracy: 0.9418 Epoch 2561/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2821 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2821 - vae_accuracy: 0.8316 - val_loss: 15.7949 - val_vae_accuracy: 0.9414 Epoch 2562/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.3151 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3151 - vae_accuracy: 0.8316 - val_loss: 15.7493 - val_vae_accuracy: 0.9414 Epoch 2563/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.3953 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2435 - vae_accuracy: 0.8317 - val_loss: 15.6678 - val_vae_accuracy: 0.9414 Epoch 2564/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.3001 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2878 - vae_accuracy: 0.8317 - val_loss: 15.6424 - val_vae_accuracy: 0.9417 Epoch 2565/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2663 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2663 - vae_accuracy: 0.8318 - val_loss: 15.8673 - val_vae_accuracy: 0.9412 Epoch 2566/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2257 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2229 - vae_accuracy: 0.8317 - val_loss: 15.7521 - val_vae_accuracy: 0.9413 Epoch 2567/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2710 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2710 - vae_accuracy: 0.8316 - val_loss: 15.7009 - val_vae_accuracy: 0.9416 Epoch 2568/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2859 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2859 - vae_accuracy: 0.8315 - val_loss: 15.8143 - val_vae_accuracy: 0.9413 Epoch 2569/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2568 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2568 - vae_accuracy: 0.8318 - val_loss: 15.8232 - val_vae_accuracy: 0.9413 Epoch 2570/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.1158 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2401 - vae_accuracy: 0.8318 - val_loss: 15.7245 - val_vae_accuracy: 0.9415 Epoch 2571/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.0663 - vae_accuracy: 0.8331WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2735 - vae_accuracy: 0.8317 - val_loss: 15.7817 - val_vae_accuracy: 0.9415 Epoch 2572/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2673 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2673 - vae_accuracy: 0.8316 - val_loss: 15.6998 - val_vae_accuracy: 0.9417 Epoch 2573/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2729 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2883 - vae_accuracy: 0.8316 - val_loss: 15.6926 - val_vae_accuracy: 0.9415 Epoch 2574/4000 9000/13600 [==================>...........] - ETA: 0s - loss: 24.4434 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2994 - vae_accuracy: 0.8316 - val_loss: 15.9477 - val_vae_accuracy: 0.9412 Epoch 2575/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.3414 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3153 - vae_accuracy: 0.8316 - val_loss: 15.5918 - val_vae_accuracy: 0.9417 Epoch 2576/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.3150 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3150 - vae_accuracy: 0.8316 - val_loss: 15.7161 - val_vae_accuracy: 0.9416 Epoch 2577/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.1836 - vae_accuracy: 0.8326WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2733 - vae_accuracy: 0.8318 - val_loss: 15.7531 - val_vae_accuracy: 0.9414 Epoch 2578/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.2096 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3010 - vae_accuracy: 0.8316 - val_loss: 15.8419 - val_vae_accuracy: 0.9413 Epoch 2579/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2253 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2894 - vae_accuracy: 0.8316 - val_loss: 15.8573 - val_vae_accuracy: 0.9412 Epoch 2580/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2856 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3206 - vae_accuracy: 0.8317 - val_loss: 15.7063 - val_vae_accuracy: 0.9416 Epoch 2581/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3503 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2858 - vae_accuracy: 0.8317 - val_loss: 15.6913 - val_vae_accuracy: 0.9415 Epoch 2582/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.1446 - vae_accuracy: 0.8326WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2520 - vae_accuracy: 0.8317 - val_loss: 15.8777 - val_vae_accuracy: 0.9413 Epoch 2583/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2398 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2459 - vae_accuracy: 0.8317 - val_loss: 15.8065 - val_vae_accuracy: 0.9411 Epoch 2584/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2186 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2655 - vae_accuracy: 0.8316 - val_loss: 15.7596 - val_vae_accuracy: 0.9414 Epoch 2585/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.5614 - vae_accuracy: 0.8303WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2512 - vae_accuracy: 0.8317 - val_loss: 15.7449 - val_vae_accuracy: 0.9413 Epoch 2586/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3635 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2236 - vae_accuracy: 0.8317 - val_loss: 15.8482 - val_vae_accuracy: 0.9411 Epoch 2587/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2581 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3049 - vae_accuracy: 0.8315 - val_loss: 15.8442 - val_vae_accuracy: 0.9411 Epoch 2588/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3187 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2448 - vae_accuracy: 0.8316 - val_loss: 15.8116 - val_vae_accuracy: 0.9411 Epoch 2589/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2832 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2365 - vae_accuracy: 0.8317 - val_loss: 15.7089 - val_vae_accuracy: 0.9414 Epoch 2590/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.4421 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2725 - vae_accuracy: 0.8317 - val_loss: 15.6320 - val_vae_accuracy: 0.9417 Epoch 2591/4000 9000/13600 [==================>...........] - ETA: 0s - loss: 24.4974 - vae_accuracy: 0.8305WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2471 - vae_accuracy: 0.8317 - val_loss: 15.6825 - val_vae_accuracy: 0.9414 Epoch 2592/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3521 - vae_accuracy: 0.8301WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2512 - vae_accuracy: 0.8316 - val_loss: 15.5231 - val_vae_accuracy: 0.9418 Epoch 2593/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1000 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2552 - vae_accuracy: 0.8317 - val_loss: 15.7178 - val_vae_accuracy: 0.9416 Epoch 2594/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.3484 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2833 - vae_accuracy: 0.8316 - val_loss: 15.9063 - val_vae_accuracy: 0.9414 Epoch 2595/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.5353 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2716 - vae_accuracy: 0.8317 - val_loss: 16.1358 - val_vae_accuracy: 0.9410 Epoch 2596/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1670 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2944 - vae_accuracy: 0.8316 - val_loss: 15.9288 - val_vae_accuracy: 0.9411 Epoch 2597/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2767 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2767 - vae_accuracy: 0.8315 - val_loss: 16.0463 - val_vae_accuracy: 0.9409 Epoch 2598/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.2869 - vae_accuracy: 0.8303WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2429 - vae_accuracy: 0.8316 - val_loss: 15.7017 - val_vae_accuracy: 0.9415 Epoch 2599/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2618 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2642 - vae_accuracy: 0.8316 - val_loss: 15.9543 - val_vae_accuracy: 0.9410 Epoch 2600/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2802 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2419 - vae_accuracy: 0.8317 - val_loss: 15.8462 - val_vae_accuracy: 0.9415 Epoch 2601/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2813 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2631 - vae_accuracy: 0.8317 - val_loss: 15.8991 - val_vae_accuracy: 0.9412 Epoch 2602/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.2385 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2604 - vae_accuracy: 0.8317 - val_loss: 15.9050 - val_vae_accuracy: 0.9413 Epoch 2603/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2224 - vae_accuracy: 0.8330WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2923 - vae_accuracy: 0.8316 - val_loss: 15.8818 - val_vae_accuracy: 0.9414 Epoch 2604/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.4040 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2731 - vae_accuracy: 0.8317 - val_loss: 15.9633 - val_vae_accuracy: 0.9412 Epoch 2605/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.5403 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2674 - vae_accuracy: 0.8316 - val_loss: 15.9258 - val_vae_accuracy: 0.9414 Epoch 2606/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2676 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2676 - vae_accuracy: 0.8318 - val_loss: 15.8384 - val_vae_accuracy: 0.9415 Epoch 2607/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2405 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2405 - vae_accuracy: 0.8317 - val_loss: 15.9198 - val_vae_accuracy: 0.9412 Epoch 2608/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2480 - vae_accuracy: 0.8326WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2681 - vae_accuracy: 0.8317 - val_loss: 15.9287 - val_vae_accuracy: 0.9414 Epoch 2609/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.1652 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2520 - vae_accuracy: 0.8317 - val_loss: 15.9775 - val_vae_accuracy: 0.9412 Epoch 2610/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.3130 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2738 - vae_accuracy: 0.8316 - val_loss: 15.7570 - val_vae_accuracy: 0.9415 Epoch 2611/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.2010 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2758 - vae_accuracy: 0.8316 - val_loss: 15.7214 - val_vae_accuracy: 0.9415 Epoch 2612/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3424 - vae_accuracy: 0.8304WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2419 - vae_accuracy: 0.8317 - val_loss: 15.8753 - val_vae_accuracy: 0.9411 Epoch 2613/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3911 - vae_accuracy: 0.8301WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2727 - vae_accuracy: 0.8316 - val_loss: 15.7282 - val_vae_accuracy: 0.9416 Epoch 2614/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.0666 - vae_accuracy: 0.8327WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2425 - vae_accuracy: 0.8317 - val_loss: 15.8529 - val_vae_accuracy: 0.9415 Epoch 2615/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3260 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2503 - vae_accuracy: 0.8318 - val_loss: 15.7366 - val_vae_accuracy: 0.9416 Epoch 2616/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2952 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2952 - vae_accuracy: 0.8317 - val_loss: 15.8561 - val_vae_accuracy: 0.9415 Epoch 2617/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.2485 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2923 - vae_accuracy: 0.8316 - val_loss: 15.7020 - val_vae_accuracy: 0.9418 Epoch 2618/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.1766 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2547 - vae_accuracy: 0.8317 - val_loss: 15.9781 - val_vae_accuracy: 0.9411 Epoch 2619/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.4394 - vae_accuracy: 0.8305WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2719 - vae_accuracy: 0.8316 - val_loss: 15.9239 - val_vae_accuracy: 0.9413 Epoch 2620/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.3021 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2746 - vae_accuracy: 0.8316 - val_loss: 16.0363 - val_vae_accuracy: 0.9413 Epoch 2621/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2453 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2442 - vae_accuracy: 0.8317 - val_loss: 15.8427 - val_vae_accuracy: 0.9414 Epoch 2622/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.4771 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2400 - vae_accuracy: 0.8317 - val_loss: 15.9929 - val_vae_accuracy: 0.9413 Epoch 2623/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.1826 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2723 - vae_accuracy: 0.8316 - val_loss: 16.2644 - val_vae_accuracy: 0.9408 Epoch 2624/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2906 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2906 - vae_accuracy: 0.8317 - val_loss: 15.8605 - val_vae_accuracy: 0.9416 Epoch 2625/4000 8900/13600 [==================>...........] - ETA: 0s - loss: 24.3783 - vae_accuracy: 0.8302WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2725 - vae_accuracy: 0.8316 - val_loss: 15.9491 - val_vae_accuracy: 0.9415 Epoch 2626/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2799 - vae_accuracy: 0.8326WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2855 - vae_accuracy: 0.8317 - val_loss: 15.7226 - val_vae_accuracy: 0.9417 Epoch 2627/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.1620 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2742 - vae_accuracy: 0.8317 - val_loss: 15.7656 - val_vae_accuracy: 0.9416 Epoch 2628/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.4475 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2759 - vae_accuracy: 0.8318 - val_loss: 15.9562 - val_vae_accuracy: 0.9415 Epoch 2629/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.3140 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3088 - vae_accuracy: 0.8317 - val_loss: 15.7710 - val_vae_accuracy: 0.9416 Epoch 2630/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2301 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2703 - vae_accuracy: 0.8318 - val_loss: 15.9449 - val_vae_accuracy: 0.9413 Epoch 2631/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.1770 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2824 - vae_accuracy: 0.8318 - val_loss: 15.8938 - val_vae_accuracy: 0.9415 Epoch 2632/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2434 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2726 - vae_accuracy: 0.8317 - val_loss: 16.2283 - val_vae_accuracy: 0.9409 Epoch 2633/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2568 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2788 - vae_accuracy: 0.8316 - val_loss: 15.9934 - val_vae_accuracy: 0.9411 Epoch 2634/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2508 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2508 - vae_accuracy: 0.8316 - val_loss: 15.8398 - val_vae_accuracy: 0.9417 Epoch 2635/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2665 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2692 - vae_accuracy: 0.8317 - val_loss: 15.8660 - val_vae_accuracy: 0.9414 Epoch 2636/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3135 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2753 - vae_accuracy: 0.8316 - val_loss: 15.8772 - val_vae_accuracy: 0.9416 Epoch 2637/4000 9000/13600 [==================>...........] - ETA: 0s - loss: 24.3208 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2884 - vae_accuracy: 0.8317 - val_loss: 16.0913 - val_vae_accuracy: 0.9412 Epoch 2638/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.4435 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2547 - vae_accuracy: 0.8316 - val_loss: 15.9843 - val_vae_accuracy: 0.9412 Epoch 2639/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2355 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2547 - vae_accuracy: 0.8315 - val_loss: 15.8936 - val_vae_accuracy: 0.9414 Epoch 2640/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1777 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2789 - vae_accuracy: 0.8317 - val_loss: 15.7924 - val_vae_accuracy: 0.9417 Epoch 2641/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.1402 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2541 - vae_accuracy: 0.8318 - val_loss: 15.8186 - val_vae_accuracy: 0.9416 Epoch 2642/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2627 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2479 - vae_accuracy: 0.8317 - val_loss: 15.8055 - val_vae_accuracy: 0.9416 Epoch 2643/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2956 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2411 - vae_accuracy: 0.8317 - val_loss: 15.9028 - val_vae_accuracy: 0.9412 Epoch 2644/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3832 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2348 - vae_accuracy: 0.8316 - val_loss: 15.8427 - val_vae_accuracy: 0.9414 Epoch 2645/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.2464 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2852 - vae_accuracy: 0.8317 - val_loss: 15.9380 - val_vae_accuracy: 0.9414 Epoch 2646/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 23.9995 - vae_accuracy: 0.8328WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2389 - vae_accuracy: 0.8316 - val_loss: 15.9282 - val_vae_accuracy: 0.9411 Epoch 2647/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2362 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2362 - vae_accuracy: 0.8317 - val_loss: 15.9501 - val_vae_accuracy: 0.9412 Epoch 2648/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2137 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2393 - vae_accuracy: 0.8316 - val_loss: 15.9617 - val_vae_accuracy: 0.9411 Epoch 2649/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2706 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2535 - vae_accuracy: 0.8317 - val_loss: 15.7323 - val_vae_accuracy: 0.9418 Epoch 2650/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.1602 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2737 - vae_accuracy: 0.8317 - val_loss: 15.7408 - val_vae_accuracy: 0.9416 Epoch 2651/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2523 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2449 - vae_accuracy: 0.8316 - val_loss: 15.7400 - val_vae_accuracy: 0.9415 Epoch 2652/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2540 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2540 - vae_accuracy: 0.8316 - val_loss: 15.8751 - val_vae_accuracy: 0.9412 Epoch 2653/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.4288 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2726 - vae_accuracy: 0.8317 - val_loss: 15.7987 - val_vae_accuracy: 0.9416 Epoch 2654/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.3786 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2833 - vae_accuracy: 0.8317 - val_loss: 15.7895 - val_vae_accuracy: 0.9414 Epoch 2655/4000 11900/13600 [=========================>....] - ETA: 0s - loss: 24.2088 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2587 - vae_accuracy: 0.8316 - val_loss: 15.8626 - val_vae_accuracy: 0.9413 Epoch 2656/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2988 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2806 - vae_accuracy: 0.8317 - val_loss: 15.8384 - val_vae_accuracy: 0.9415 Epoch 2657/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2634 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2526 - vae_accuracy: 0.8318 - val_loss: 15.7817 - val_vae_accuracy: 0.9415 Epoch 2658/4000 12200/13600 [=========================>....] - ETA: 0s - loss: 24.2407 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2236 - vae_accuracy: 0.8317 - val_loss: 15.7326 - val_vae_accuracy: 0.9414 Epoch 2659/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.1834 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2599 - vae_accuracy: 0.8316 - val_loss: 15.7326 - val_vae_accuracy: 0.9414 Epoch 2660/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2002 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2526 - vae_accuracy: 0.8317 - val_loss: 15.6454 - val_vae_accuracy: 0.9417 Epoch 2661/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2191 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2498 - vae_accuracy: 0.8317 - val_loss: 15.7870 - val_vae_accuracy: 0.9413 Epoch 2662/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.3076 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2770 - vae_accuracy: 0.8316 - val_loss: 15.7872 - val_vae_accuracy: 0.9415 Epoch 2663/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 23.9643 - vae_accuracy: 0.8335WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2246 - vae_accuracy: 0.8318 - val_loss: 15.7167 - val_vae_accuracy: 0.9415 Epoch 2664/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2897 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2687 - vae_accuracy: 0.8316 - val_loss: 15.8509 - val_vae_accuracy: 0.9412 Epoch 2665/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2710 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2510 - vae_accuracy: 0.8317 - val_loss: 15.8150 - val_vae_accuracy: 0.9413 Epoch 2666/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3223 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2889 - vae_accuracy: 0.8317 - val_loss: 15.7382 - val_vae_accuracy: 0.9415 Epoch 2667/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.4170 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2515 - vae_accuracy: 0.8317 - val_loss: 15.8151 - val_vae_accuracy: 0.9414 Epoch 2668/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2205 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2528 - vae_accuracy: 0.8317 - val_loss: 15.8247 - val_vae_accuracy: 0.9414 Epoch 2669/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.0459 - vae_accuracy: 0.8329WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2361 - vae_accuracy: 0.8317 - val_loss: 15.7475 - val_vae_accuracy: 0.9415 Epoch 2670/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2594 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2949 - vae_accuracy: 0.8315 - val_loss: 15.9496 - val_vae_accuracy: 0.9410 Epoch 2671/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2069 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2573 - vae_accuracy: 0.8316 - val_loss: 15.8627 - val_vae_accuracy: 0.9412 Epoch 2672/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2432 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2424 - vae_accuracy: 0.8317 - val_loss: 15.6917 - val_vae_accuracy: 0.9416 Epoch 2673/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.1054 - vae_accuracy: 0.8327WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2952 - vae_accuracy: 0.8316 - val_loss: 15.7580 - val_vae_accuracy: 0.9414 Epoch 2674/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2765 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2723 - vae_accuracy: 0.8315 - val_loss: 15.8046 - val_vae_accuracy: 0.9414 Epoch 2675/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3560 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2963 - vae_accuracy: 0.8315 - val_loss: 15.7370 - val_vae_accuracy: 0.9415 Epoch 2676/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2441 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2708 - vae_accuracy: 0.8316 - val_loss: 15.7640 - val_vae_accuracy: 0.9413 Epoch 2677/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3543 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2590 - vae_accuracy: 0.8315 - val_loss: 15.8019 - val_vae_accuracy: 0.9412 Epoch 2678/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.3128 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3244 - vae_accuracy: 0.8316 - val_loss: 15.7198 - val_vae_accuracy: 0.9415 Epoch 2679/4000 9000/13600 [==================>...........] - ETA: 0s - loss: 24.0500 - vae_accuracy: 0.8333WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2923 - vae_accuracy: 0.8316 - val_loss: 15.7324 - val_vae_accuracy: 0.9415 Epoch 2680/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.5512 - vae_accuracy: 0.8295WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3025 - vae_accuracy: 0.8317 - val_loss: 15.6626 - val_vae_accuracy: 0.9417 Epoch 2681/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.1475 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2671 - vae_accuracy: 0.8317 - val_loss: 15.7508 - val_vae_accuracy: 0.9415 Epoch 2682/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2904 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2258 - vae_accuracy: 0.8317 - val_loss: 15.7685 - val_vae_accuracy: 0.9416 Epoch 2683/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2713 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2713 - vae_accuracy: 0.8318 - val_loss: 15.7400 - val_vae_accuracy: 0.9416 Epoch 2684/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.3171 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2808 - vae_accuracy: 0.8317 - val_loss: 15.8147 - val_vae_accuracy: 0.9412 Epoch 2685/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2891 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2891 - vae_accuracy: 0.8315 - val_loss: 15.8019 - val_vae_accuracy: 0.9414 Epoch 2686/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.5729 - vae_accuracy: 0.8307WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3278 - vae_accuracy: 0.8317 - val_loss: 15.8167 - val_vae_accuracy: 0.9415 Epoch 2687/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.1970 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2472 - vae_accuracy: 0.8317 - val_loss: 15.6905 - val_vae_accuracy: 0.9417 Epoch 2688/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2295 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2295 - vae_accuracy: 0.8318 - val_loss: 15.6760 - val_vae_accuracy: 0.9417 Epoch 2689/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2500 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2203 - vae_accuracy: 0.8318 - val_loss: 15.8110 - val_vae_accuracy: 0.9412 Epoch 2690/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2498 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2498 - vae_accuracy: 0.8317 - val_loss: 15.6697 - val_vae_accuracy: 0.9416 Epoch 2691/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.1980 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2530 - vae_accuracy: 0.8317 - val_loss: 16.1201 - val_vae_accuracy: 0.9408 Epoch 2692/4000 9000/13600 [==================>...........] - ETA: 0s - loss: 24.3710 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2381 - vae_accuracy: 0.8316 - val_loss: 15.8343 - val_vae_accuracy: 0.9413 Epoch 2693/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.3039 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2815 - vae_accuracy: 0.8317 - val_loss: 15.7890 - val_vae_accuracy: 0.9415 Epoch 2694/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3126 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2249 - vae_accuracy: 0.8318 - val_loss: 15.8066 - val_vae_accuracy: 0.9414 Epoch 2695/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.1857 - vae_accuracy: 0.8326WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2707 - vae_accuracy: 0.8317 - val_loss: 15.8919 - val_vae_accuracy: 0.9412 Epoch 2696/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2452 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2439 - vae_accuracy: 0.8318 - val_loss: 15.6719 - val_vae_accuracy: 0.9416 Epoch 2697/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2440 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2304 - vae_accuracy: 0.8317 - val_loss: 15.7646 - val_vae_accuracy: 0.9415 Epoch 2698/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.1456 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2299 - vae_accuracy: 0.8317 - val_loss: 15.9334 - val_vae_accuracy: 0.9411 Epoch 2699/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2989 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2989 - vae_accuracy: 0.8316 - val_loss: 15.7693 - val_vae_accuracy: 0.9415 Epoch 2700/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2635 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2397 - vae_accuracy: 0.8317 - val_loss: 15.7342 - val_vae_accuracy: 0.9415 Epoch 2701/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.3402 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3220 - vae_accuracy: 0.8316 - val_loss: 15.7844 - val_vae_accuracy: 0.9416 Epoch 2702/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2628 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2613 - vae_accuracy: 0.8317 - val_loss: 15.5606 - val_vae_accuracy: 0.9418 Epoch 2703/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2507 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2433 - vae_accuracy: 0.8317 - val_loss: 15.8144 - val_vae_accuracy: 0.9415 Epoch 2704/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.3539 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3296 - vae_accuracy: 0.8316 - val_loss: 15.9306 - val_vae_accuracy: 0.9410 Epoch 2705/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.1793 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2832 - vae_accuracy: 0.8317 - val_loss: 15.7863 - val_vae_accuracy: 0.9415 Epoch 2706/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2636 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2636 - vae_accuracy: 0.8316 - val_loss: 15.7340 - val_vae_accuracy: 0.9414 Epoch 2707/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.1245 - vae_accuracy: 0.8327WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3350 - vae_accuracy: 0.8314 - val_loss: 15.6257 - val_vae_accuracy: 0.9416 Epoch 2708/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2993 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2993 - vae_accuracy: 0.8315 - val_loss: 15.6422 - val_vae_accuracy: 0.9417 Epoch 2709/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2452 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2696 - vae_accuracy: 0.8315 - val_loss: 15.8927 - val_vae_accuracy: 0.9412 Epoch 2710/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.1725 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2993 - vae_accuracy: 0.8315 - val_loss: 15.6720 - val_vae_accuracy: 0.9417 Epoch 2711/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.3130 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2916 - vae_accuracy: 0.8316 - val_loss: 15.9046 - val_vae_accuracy: 0.9410 Epoch 2712/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.1713 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3019 - vae_accuracy: 0.8317 - val_loss: 15.7711 - val_vae_accuracy: 0.9416 Epoch 2713/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3407 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2528 - vae_accuracy: 0.8318 - val_loss: 15.6812 - val_vae_accuracy: 0.9417 Epoch 2714/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2428 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2569 - vae_accuracy: 0.8317 - val_loss: 15.9405 - val_vae_accuracy: 0.9412 Epoch 2715/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2343 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2521 - vae_accuracy: 0.8316 - val_loss: 15.7103 - val_vae_accuracy: 0.9415 Epoch 2716/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3565 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2635 - vae_accuracy: 0.8318 - val_loss: 15.7855 - val_vae_accuracy: 0.9416 Epoch 2717/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3287 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3019 - vae_accuracy: 0.8317 - val_loss: 15.8390 - val_vae_accuracy: 0.9412 Epoch 2718/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2376 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2376 - vae_accuracy: 0.8317 - val_loss: 15.7620 - val_vae_accuracy: 0.9416 Epoch 2719/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2855 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2855 - vae_accuracy: 0.8317 - val_loss: 15.6687 - val_vae_accuracy: 0.9417 Epoch 2720/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2990 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2996 - vae_accuracy: 0.8316 - val_loss: 15.7477 - val_vae_accuracy: 0.9416 Epoch 2721/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2478 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2870 - vae_accuracy: 0.8317 - val_loss: 15.7558 - val_vae_accuracy: 0.9416 Epoch 2722/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2296 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2546 - vae_accuracy: 0.8317 - val_loss: 15.7585 - val_vae_accuracy: 0.9414 Epoch 2723/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2859 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2917 - vae_accuracy: 0.8316 - val_loss: 15.7964 - val_vae_accuracy: 0.9415 Epoch 2724/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2094 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2473 - vae_accuracy: 0.8317 - val_loss: 15.8218 - val_vae_accuracy: 0.9412 Epoch 2725/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.2742 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2800 - vae_accuracy: 0.8315 - val_loss: 15.7674 - val_vae_accuracy: 0.9414 Epoch 2726/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2267 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2271 - vae_accuracy: 0.8316 - val_loss: 15.7999 - val_vae_accuracy: 0.9414 Epoch 2727/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.1637 - vae_accuracy: 0.8332WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2568 - vae_accuracy: 0.8316 - val_loss: 15.7917 - val_vae_accuracy: 0.9414 Epoch 2728/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2455 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2455 - vae_accuracy: 0.8317 - val_loss: 15.9604 - val_vae_accuracy: 0.9413 Epoch 2729/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2569 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2922 - vae_accuracy: 0.8316 - val_loss: 15.8670 - val_vae_accuracy: 0.9413 Epoch 2730/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3236 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2428 - vae_accuracy: 0.8317 - val_loss: 15.8463 - val_vae_accuracy: 0.9413 Epoch 2731/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2810 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2810 - vae_accuracy: 0.8315 - val_loss: 15.9566 - val_vae_accuracy: 0.9413 Epoch 2732/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 23.9625 - vae_accuracy: 0.8335WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2599 - vae_accuracy: 0.8316 - val_loss: 15.8854 - val_vae_accuracy: 0.9413 Epoch 2733/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2740 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2828 - vae_accuracy: 0.8316 - val_loss: 15.8125 - val_vae_accuracy: 0.9414 Epoch 2734/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2652 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2652 - vae_accuracy: 0.8316 - val_loss: 15.8683 - val_vae_accuracy: 0.9414 Epoch 2735/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2345 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2795 - vae_accuracy: 0.8315 - val_loss: 15.8721 - val_vae_accuracy: 0.9411 Epoch 2736/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3161 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2792 - vae_accuracy: 0.8315 - val_loss: 15.6418 - val_vae_accuracy: 0.9416 Epoch 2737/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2910 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2882 - vae_accuracy: 0.8317 - val_loss: 15.7049 - val_vae_accuracy: 0.9418 Epoch 2738/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2484 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2537 - vae_accuracy: 0.8317 - val_loss: 15.6555 - val_vae_accuracy: 0.9416 Epoch 2739/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2829 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2829 - vae_accuracy: 0.8316 - val_loss: 15.7418 - val_vae_accuracy: 0.9415 Epoch 2740/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.1917 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2274 - vae_accuracy: 0.8317 - val_loss: 15.7726 - val_vae_accuracy: 0.9414 Epoch 2741/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2682 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2515 - vae_accuracy: 0.8317 - val_loss: 15.8638 - val_vae_accuracy: 0.9414 Epoch 2742/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2909 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2909 - vae_accuracy: 0.8317 - val_loss: 15.6314 - val_vae_accuracy: 0.9419 Epoch 2743/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2095 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2499 - vae_accuracy: 0.8318 - val_loss: 15.8408 - val_vae_accuracy: 0.9413 Epoch 2744/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2523 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2577 - vae_accuracy: 0.8317 - val_loss: 15.6796 - val_vae_accuracy: 0.9416 Epoch 2745/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2890 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2577 - vae_accuracy: 0.8316 - val_loss: 15.7270 - val_vae_accuracy: 0.9414 Epoch 2746/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2303 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2303 - vae_accuracy: 0.8318 - val_loss: 15.8494 - val_vae_accuracy: 0.9413 Epoch 2747/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2808 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2808 - vae_accuracy: 0.8316 - val_loss: 15.6054 - val_vae_accuracy: 0.9417 Epoch 2748/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.4217 - vae_accuracy: 0.8305WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2258 - vae_accuracy: 0.8318 - val_loss: 15.7280 - val_vae_accuracy: 0.9416 Epoch 2749/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2566 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2465 - vae_accuracy: 0.8317 - val_loss: 15.8587 - val_vae_accuracy: 0.9413 Epoch 2750/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2506 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2528 - vae_accuracy: 0.8317 - val_loss: 15.6895 - val_vae_accuracy: 0.9417 Epoch 2751/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2356 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2356 - vae_accuracy: 0.8317 - val_loss: 15.6947 - val_vae_accuracy: 0.9417 Epoch 2752/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2830 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2995 - vae_accuracy: 0.8315 - val_loss: 15.9502 - val_vae_accuracy: 0.9411 Epoch 2753/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.3616 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3442 - vae_accuracy: 0.8315 - val_loss: 15.7774 - val_vae_accuracy: 0.9416 Epoch 2754/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2725 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2678 - vae_accuracy: 0.8316 - val_loss: 15.9282 - val_vae_accuracy: 0.9411 Epoch 2755/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.3310 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3336 - vae_accuracy: 0.8315 - val_loss: 16.1123 - val_vae_accuracy: 0.9412 Epoch 2756/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.3210 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3296 - vae_accuracy: 0.8317 - val_loss: 15.7114 - val_vae_accuracy: 0.9419 Epoch 2757/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2488 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2471 - vae_accuracy: 0.8318 - val_loss: 15.8402 - val_vae_accuracy: 0.9417 Epoch 2758/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2470 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2468 - vae_accuracy: 0.8316 - val_loss: 15.9799 - val_vae_accuracy: 0.9413 Epoch 2759/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3153 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2775 - vae_accuracy: 0.8316 - val_loss: 15.7748 - val_vae_accuracy: 0.9416 Epoch 2760/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2660 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2449 - vae_accuracy: 0.8317 - val_loss: 15.8481 - val_vae_accuracy: 0.9415 Epoch 2761/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2532 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2669 - vae_accuracy: 0.8318 - val_loss: 15.8869 - val_vae_accuracy: 0.9415 Epoch 2762/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.1524 - vae_accuracy: 0.8330WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2741 - vae_accuracy: 0.8317 - val_loss: 15.7379 - val_vae_accuracy: 0.9417 Epoch 2763/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2527 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2629 - vae_accuracy: 0.8317 - val_loss: 15.6474 - val_vae_accuracy: 0.9418 Epoch 2764/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.4304 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2367 - vae_accuracy: 0.8317 - val_loss: 15.7985 - val_vae_accuracy: 0.9417 Epoch 2765/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2750 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2822 - vae_accuracy: 0.8316 - val_loss: 15.8568 - val_vae_accuracy: 0.9416 Epoch 2766/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2513 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2969 - vae_accuracy: 0.8317 - val_loss: 15.8668 - val_vae_accuracy: 0.9416 Epoch 2767/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.1930 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3119 - vae_accuracy: 0.8317 - val_loss: 15.9762 - val_vae_accuracy: 0.9414 Epoch 2768/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3118 - vae_accuracy: 0.8307WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2464 - vae_accuracy: 0.8318 - val_loss: 15.9386 - val_vae_accuracy: 0.9412 Epoch 2769/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.3057 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2882 - vae_accuracy: 0.8316 - val_loss: 15.7967 - val_vae_accuracy: 0.9414 Epoch 2770/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2184 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2370 - vae_accuracy: 0.8317 - val_loss: 15.7373 - val_vae_accuracy: 0.9416 Epoch 2771/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.3084 - vae_accuracy: 0.8307WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2707 - vae_accuracy: 0.8316 - val_loss: 15.9771 - val_vae_accuracy: 0.9412 Epoch 2772/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.2879 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2645 - vae_accuracy: 0.8316 - val_loss: 15.7101 - val_vae_accuracy: 0.9417 Epoch 2773/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.1597 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2945 - vae_accuracy: 0.8316 - val_loss: 15.9455 - val_vae_accuracy: 0.9413 Epoch 2774/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.4331 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2893 - vae_accuracy: 0.8318 - val_loss: 15.9039 - val_vae_accuracy: 0.9414 Epoch 2775/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.4077 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3272 - vae_accuracy: 0.8317 - val_loss: 15.7954 - val_vae_accuracy: 0.9415 Epoch 2776/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2312 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2623 - vae_accuracy: 0.8316 - val_loss: 15.8484 - val_vae_accuracy: 0.9412 Epoch 2777/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.3149 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3051 - vae_accuracy: 0.8315 - val_loss: 15.7173 - val_vae_accuracy: 0.9415 Epoch 2778/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2531 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2531 - vae_accuracy: 0.8316 - val_loss: 15.7914 - val_vae_accuracy: 0.9412 Epoch 2779/4000 9000/13600 [==================>...........] - ETA: 0s - loss: 24.2202 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2827 - vae_accuracy: 0.8316 - val_loss: 15.9457 - val_vae_accuracy: 0.9412 Epoch 2780/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.3438 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3110 - vae_accuracy: 0.8316 - val_loss: 15.6170 - val_vae_accuracy: 0.9417 Epoch 2781/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2923 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2966 - vae_accuracy: 0.8317 - val_loss: 15.7527 - val_vae_accuracy: 0.9415 Epoch 2782/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.4210 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2631 - vae_accuracy: 0.8316 - val_loss: 15.8610 - val_vae_accuracy: 0.9414 Epoch 2783/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2149 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2713 - vae_accuracy: 0.8316 - val_loss: 15.8541 - val_vae_accuracy: 0.9412 Epoch 2784/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3258 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2823 - vae_accuracy: 0.8315 - val_loss: 15.8477 - val_vae_accuracy: 0.9411 Epoch 2785/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2669 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2229 - vae_accuracy: 0.8318 - val_loss: 15.9355 - val_vae_accuracy: 0.9411 Epoch 2786/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2880 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2694 - vae_accuracy: 0.8317 - val_loss: 15.8275 - val_vae_accuracy: 0.9414 Epoch 2787/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3149 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2730 - vae_accuracy: 0.8317 - val_loss: 15.6963 - val_vae_accuracy: 0.9416 Epoch 2788/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.1811 - vae_accuracy: 0.8327WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2369 - vae_accuracy: 0.8317 - val_loss: 15.7887 - val_vae_accuracy: 0.9414 Epoch 2789/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2284 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2594 - vae_accuracy: 0.8318 - val_loss: 15.7101 - val_vae_accuracy: 0.9417 Epoch 2790/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2470 - vae_accuracy: 0.8328WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2717 - vae_accuracy: 0.8317 - val_loss: 15.7383 - val_vae_accuracy: 0.9417 Epoch 2791/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.4162 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2518 - vae_accuracy: 0.8317 - val_loss: 15.7459 - val_vae_accuracy: 0.9414 Epoch 2792/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2197 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2624 - vae_accuracy: 0.8317 - val_loss: 15.7776 - val_vae_accuracy: 0.9415 Epoch 2793/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.2416 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2430 - vae_accuracy: 0.8318 - val_loss: 15.8306 - val_vae_accuracy: 0.9414 Epoch 2794/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.4699 - vae_accuracy: 0.8301WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2836 - vae_accuracy: 0.8317 - val_loss: 15.7734 - val_vae_accuracy: 0.9414 Epoch 2795/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2243 - vae_accuracy: 0.8330WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2715 - vae_accuracy: 0.8317 - val_loss: 15.7468 - val_vae_accuracy: 0.9416 Epoch 2796/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2545 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2826 - vae_accuracy: 0.8317 - val_loss: 15.7098 - val_vae_accuracy: 0.9415 Epoch 2797/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 23.9450 - vae_accuracy: 0.8335WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2241 - vae_accuracy: 0.8316 - val_loss: 15.5937 - val_vae_accuracy: 0.9416 Epoch 2798/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2351 - vae_accuracy: 0.8307WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2118 - vae_accuracy: 0.8316 - val_loss: 15.6175 - val_vae_accuracy: 0.9417 Epoch 2799/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2694 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2775 - vae_accuracy: 0.8316 - val_loss: 15.7230 - val_vae_accuracy: 0.9414 Epoch 2800/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2314 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2534 - vae_accuracy: 0.8316 - val_loss: 15.7298 - val_vae_accuracy: 0.9413 Epoch 2801/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.4148 - vae_accuracy: 0.8300WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2936 - vae_accuracy: 0.8316 - val_loss: 15.9270 - val_vae_accuracy: 0.9411 Epoch 2802/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.2426 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2903 - vae_accuracy: 0.8316 - val_loss: 15.7559 - val_vae_accuracy: 0.9415 Epoch 2803/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2810 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2555 - vae_accuracy: 0.8316 - val_loss: 15.9556 - val_vae_accuracy: 0.9409 Epoch 2804/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3749 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2316 - vae_accuracy: 0.8316 - val_loss: 15.8693 - val_vae_accuracy: 0.9412 Epoch 2805/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.0649 - vae_accuracy: 0.8331WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2776 - vae_accuracy: 0.8316 - val_loss: 15.5826 - val_vae_accuracy: 0.9419 Epoch 2806/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1397 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2678 - vae_accuracy: 0.8317 - val_loss: 15.7790 - val_vae_accuracy: 0.9415 Epoch 2807/4000 10200/13600 [=====================>........] - ETA: 0s - loss: 23.8854 - vae_accuracy: 0.832 - ETA: 0s - loss: 24.1924 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2543 - vae_accuracy: 0.8317 - val_loss: 15.7806 - val_vae_accuracy: 0.9414 Epoch 2808/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2066 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2380 - vae_accuracy: 0.8317 - val_loss: 15.8324 - val_vae_accuracy: 0.9413 Epoch 2809/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2155 - vae_accuracy: 0.8327WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2655 - vae_accuracy: 0.8317 - val_loss: 15.8507 - val_vae_accuracy: 0.9417 Epoch 2810/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.3582 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2622 - vae_accuracy: 0.8317 - val_loss: 15.8553 - val_vae_accuracy: 0.9415 Epoch 2811/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2027 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2599 - vae_accuracy: 0.8316 - val_loss: 15.9084 - val_vae_accuracy: 0.9415 Epoch 2812/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.2502 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2726 - vae_accuracy: 0.8316 - val_loss: 16.0169 - val_vae_accuracy: 0.9413 Epoch 2813/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 23.9636 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2450 - vae_accuracy: 0.8317 - val_loss: 15.9357 - val_vae_accuracy: 0.9413 Epoch 2814/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.3476 - vae_accuracy: 0.8307WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2675 - vae_accuracy: 0.8315 - val_loss: 15.8298 - val_vae_accuracy: 0.9416 Epoch 2815/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.1987 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2426 - vae_accuracy: 0.8316 - val_loss: 15.7739 - val_vae_accuracy: 0.9415 Epoch 2816/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.2956 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2101 - vae_accuracy: 0.8317 - val_loss: 15.8659 - val_vae_accuracy: 0.9415 Epoch 2817/4000 8900/13600 [==================>...........] - ETA: 0s - loss: 24.2678 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2772 - vae_accuracy: 0.8317 - val_loss: 15.8613 - val_vae_accuracy: 0.9415 Epoch 2818/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.4691 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2485 - vae_accuracy: 0.8317 - val_loss: 15.8319 - val_vae_accuracy: 0.9416 Epoch 2819/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2456 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2566 - vae_accuracy: 0.8317 - val_loss: 15.8434 - val_vae_accuracy: 0.9414 Epoch 2820/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.3290 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2795 - vae_accuracy: 0.8317 - val_loss: 15.9541 - val_vae_accuracy: 0.9413 Epoch 2821/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2282 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2599 - vae_accuracy: 0.8318 - val_loss: 15.9123 - val_vae_accuracy: 0.9414 Epoch 2822/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3535 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2534 - vae_accuracy: 0.8317 - val_loss: 16.0592 - val_vae_accuracy: 0.9414 Epoch 2823/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.1960 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2346 - vae_accuracy: 0.8316 - val_loss: 16.3553 - val_vae_accuracy: 0.9410 Epoch 2824/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2347 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3066 - vae_accuracy: 0.8315 - val_loss: 15.9111 - val_vae_accuracy: 0.9417 Epoch 2825/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2896 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2686 - vae_accuracy: 0.8317 - val_loss: 16.1652 - val_vae_accuracy: 0.9413 Epoch 2826/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2225 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2594 - vae_accuracy: 0.8315 - val_loss: 16.1182 - val_vae_accuracy: 0.9411 Epoch 2827/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2586 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2643 - vae_accuracy: 0.8315 - val_loss: 16.2083 - val_vae_accuracy: 0.9411 Epoch 2828/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.3253 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2794 - vae_accuracy: 0.8316 - val_loss: 15.8902 - val_vae_accuracy: 0.9415 Epoch 2829/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.3236 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2498 - vae_accuracy: 0.8317 - val_loss: 15.9893 - val_vae_accuracy: 0.9411 Epoch 2830/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.1038 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2556 - vae_accuracy: 0.8316 - val_loss: 15.9737 - val_vae_accuracy: 0.9413 Epoch 2831/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.2989 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2960 - vae_accuracy: 0.8316 - val_loss: 15.9966 - val_vae_accuracy: 0.9412 Epoch 2832/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2564 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2956 - vae_accuracy: 0.8315 - val_loss: 16.1483 - val_vae_accuracy: 0.9412 Epoch 2833/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.3077 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3009 - vae_accuracy: 0.8316 - val_loss: 15.8764 - val_vae_accuracy: 0.9414 Epoch 2834/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.1247 - vae_accuracy: 0.8326WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2668 - vae_accuracy: 0.8316 - val_loss: 15.7234 - val_vae_accuracy: 0.9417 Epoch 2835/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2143 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2181 - vae_accuracy: 0.8317 - val_loss: 15.8486 - val_vae_accuracy: 0.9414 Epoch 2836/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1428 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2751 - vae_accuracy: 0.8315 - val_loss: 15.9775 - val_vae_accuracy: 0.9412 Epoch 2837/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.5802 - vae_accuracy: 0.8304WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2586 - vae_accuracy: 0.8318 - val_loss: 16.0021 - val_vae_accuracy: 0.9415 Epoch 2838/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.1771 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2836 - vae_accuracy: 0.8317 - val_loss: 15.8573 - val_vae_accuracy: 0.9417 Epoch 2839/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2657 - vae_accuracy: 0.8329WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2690 - vae_accuracy: 0.8317 - val_loss: 15.8314 - val_vae_accuracy: 0.9416 Epoch 2840/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.1971 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2375 - vae_accuracy: 0.8317 - val_loss: 15.8673 - val_vae_accuracy: 0.9416 Epoch 2841/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.3529 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2715 - vae_accuracy: 0.8316 - val_loss: 15.9276 - val_vae_accuracy: 0.9414 Epoch 2842/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2680 - vae_accuracy: 0.8307WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2408 - vae_accuracy: 0.8316 - val_loss: 15.8641 - val_vae_accuracy: 0.9414 Epoch 2843/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.3403 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2555 - vae_accuracy: 0.8315 - val_loss: 15.8323 - val_vae_accuracy: 0.9415 Epoch 2844/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.1311 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2734 - vae_accuracy: 0.8316 - val_loss: 16.0256 - val_vae_accuracy: 0.9410 Epoch 2845/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1969 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2930 - vae_accuracy: 0.8316 - val_loss: 15.9859 - val_vae_accuracy: 0.9412 Epoch 2846/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.4689 - vae_accuracy: 0.8307WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3074 - vae_accuracy: 0.8317 - val_loss: 15.8231 - val_vae_accuracy: 0.9415 Epoch 2847/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.4037 - vae_accuracy: 0.8306WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2495 - vae_accuracy: 0.8316 - val_loss: 15.7286 - val_vae_accuracy: 0.9418 Epoch 2848/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.1040 - vae_accuracy: 0.8328WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2249 - vae_accuracy: 0.8318 - val_loss: 15.9069 - val_vae_accuracy: 0.9413 Epoch 2849/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.3190 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2393 - vae_accuracy: 0.8317 - val_loss: 15.8391 - val_vae_accuracy: 0.9415 Epoch 2850/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.2834 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2575 - vae_accuracy: 0.8317 - val_loss: 15.8107 - val_vae_accuracy: 0.9416 Epoch 2851/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.1919 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2992 - vae_accuracy: 0.8316 - val_loss: 15.9675 - val_vae_accuracy: 0.9412 Epoch 2852/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.3641 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2903 - vae_accuracy: 0.8316 - val_loss: 15.9649 - val_vae_accuracy: 0.9416 Epoch 2853/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2607 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2869 - vae_accuracy: 0.8317 - val_loss: 16.0461 - val_vae_accuracy: 0.9415 Epoch 2854/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2984 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2774 - vae_accuracy: 0.8316 - val_loss: 16.2347 - val_vae_accuracy: 0.9412 Epoch 2855/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.1189 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2769 - vae_accuracy: 0.8316 - val_loss: 16.2180 - val_vae_accuracy: 0.9416 Epoch 2856/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.1213 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2511 - vae_accuracy: 0.8317 - val_loss: 16.3384 - val_vae_accuracy: 0.9413 Epoch 2857/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3191 - vae_accuracy: 0.8305WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2697 - vae_accuracy: 0.8316 - val_loss: 16.2197 - val_vae_accuracy: 0.9414 Epoch 2858/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2820 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2820 - vae_accuracy: 0.8316 - val_loss: 16.1769 - val_vae_accuracy: 0.9413 Epoch 2859/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1682 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2346 - vae_accuracy: 0.8318 - val_loss: 16.2768 - val_vae_accuracy: 0.9413 Epoch 2860/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1353 - vae_accuracy: 0.8327WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2831 - vae_accuracy: 0.8315 - val_loss: 16.1056 - val_vae_accuracy: 0.9413 Epoch 2861/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2834 - vae_accuracy: 0.8307WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2836 - vae_accuracy: 0.8317 - val_loss: 15.8922 - val_vae_accuracy: 0.9416 Epoch 2862/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.4347 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2867 - vae_accuracy: 0.8316 - val_loss: 16.1140 - val_vae_accuracy: 0.9414 Epoch 2863/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.2657 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3148 - vae_accuracy: 0.8317 - val_loss: 16.3451 - val_vae_accuracy: 0.9415 Epoch 2864/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.3848 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3303 - vae_accuracy: 0.8318 - val_loss: 16.1759 - val_vae_accuracy: 0.9417 Epoch 2865/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3390 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2970 - vae_accuracy: 0.8316 - val_loss: 16.3067 - val_vae_accuracy: 0.9417 Epoch 2866/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3148 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2644 - vae_accuracy: 0.8318 - val_loss: 16.2821 - val_vae_accuracy: 0.9418 Epoch 2867/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2827 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2434 - vae_accuracy: 0.8317 - val_loss: 16.7960 - val_vae_accuracy: 0.9412 Epoch 2868/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.0933 - vae_accuracy: 0.8327WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2939 - vae_accuracy: 0.8316 - val_loss: 16.4413 - val_vae_accuracy: 0.9413 Epoch 2869/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1950 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2130 - vae_accuracy: 0.8319 - val_loss: 16.2036 - val_vae_accuracy: 0.9416 Epoch 2870/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1070 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2195 - vae_accuracy: 0.8317 - val_loss: 16.4861 - val_vae_accuracy: 0.9413 Epoch 2871/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.1501 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2731 - vae_accuracy: 0.8317 - val_loss: 16.1771 - val_vae_accuracy: 0.9413 Epoch 2872/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3058 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2347 - vae_accuracy: 0.8316 - val_loss: 16.0659 - val_vae_accuracy: 0.9414 Epoch 2873/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.1955 - vae_accuracy: 0.8326WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3357 - vae_accuracy: 0.8316 - val_loss: 16.0506 - val_vae_accuracy: 0.9415 Epoch 2874/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3070 - vae_accuracy: 0.8307WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2609 - vae_accuracy: 0.8316 - val_loss: 16.0253 - val_vae_accuracy: 0.9414 Epoch 2875/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2339 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2512 - vae_accuracy: 0.8317 - val_loss: 16.0414 - val_vae_accuracy: 0.9416 Epoch 2876/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1698 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2780 - vae_accuracy: 0.8316 - val_loss: 16.1375 - val_vae_accuracy: 0.9414 Epoch 2877/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3124 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2754 - vae_accuracy: 0.8315 - val_loss: 16.1056 - val_vae_accuracy: 0.9413 Epoch 2878/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.1207 - vae_accuracy: 0.8326WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3094 - vae_accuracy: 0.8316 - val_loss: 15.8837 - val_vae_accuracy: 0.9415 Epoch 2879/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2923 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2923 - vae_accuracy: 0.8317 - val_loss: 15.7866 - val_vae_accuracy: 0.9417 Epoch 2880/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.3071 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2926 - vae_accuracy: 0.8317 - val_loss: 15.8086 - val_vae_accuracy: 0.9415 Epoch 2881/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2206 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2536 - vae_accuracy: 0.8317 - val_loss: 15.8103 - val_vae_accuracy: 0.9416 Epoch 2882/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2714 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2714 - vae_accuracy: 0.8318 - val_loss: 15.7707 - val_vae_accuracy: 0.9416 Epoch 2883/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2801 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2801 - vae_accuracy: 0.8316 - val_loss: 15.9153 - val_vae_accuracy: 0.9412 Epoch 2884/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2789 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2509 - vae_accuracy: 0.8316 - val_loss: 15.7579 - val_vae_accuracy: 0.9417 Epoch 2885/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.4163 - vae_accuracy: 0.8304WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2921 - vae_accuracy: 0.8315 - val_loss: 16.1808 - val_vae_accuracy: 0.9406 Epoch 2886/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3817 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2939 - vae_accuracy: 0.8315 - val_loss: 15.8257 - val_vae_accuracy: 0.9414 Epoch 2887/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3176 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2626 - vae_accuracy: 0.8316 - val_loss: 15.7938 - val_vae_accuracy: 0.9415 Epoch 2888/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3658 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2155 - vae_accuracy: 0.8317 - val_loss: 15.9824 - val_vae_accuracy: 0.9410 Epoch 2889/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2580 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2385 - vae_accuracy: 0.8316 - val_loss: 15.8204 - val_vae_accuracy: 0.9414 Epoch 2890/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.0101 - vae_accuracy: 0.8336WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2361 - vae_accuracy: 0.8316 - val_loss: 16.0257 - val_vae_accuracy: 0.9408 Epoch 2891/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3035 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2871 - vae_accuracy: 0.8315 - val_loss: 15.5915 - val_vae_accuracy: 0.9417 Epoch 2892/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2177 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2570 - vae_accuracy: 0.8317 - val_loss: 15.8089 - val_vae_accuracy: 0.9414 Epoch 2893/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2573 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2526 - vae_accuracy: 0.8316 - val_loss: 15.7144 - val_vae_accuracy: 0.9414 Epoch 2894/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2754 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2737 - vae_accuracy: 0.8316 - val_loss: 16.0242 - val_vae_accuracy: 0.9410 Epoch 2895/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2619 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2635 - vae_accuracy: 0.8316 - val_loss: 15.7347 - val_vae_accuracy: 0.9417 Epoch 2896/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.1710 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2158 - vae_accuracy: 0.8318 - val_loss: 15.8338 - val_vae_accuracy: 0.9415 Epoch 2897/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.2136 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2738 - vae_accuracy: 0.8317 - val_loss: 15.7879 - val_vae_accuracy: 0.9416 Epoch 2898/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2789 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2789 - vae_accuracy: 0.8318 - val_loss: 15.8292 - val_vae_accuracy: 0.9414 Epoch 2899/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2160 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2423 - vae_accuracy: 0.8317 - val_loss: 15.7099 - val_vae_accuracy: 0.9417 Epoch 2900/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2288 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2340 - vae_accuracy: 0.8317 - val_loss: 15.9428 - val_vae_accuracy: 0.9412 Epoch 2901/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2740 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2529 - vae_accuracy: 0.8317 - val_loss: 15.7670 - val_vae_accuracy: 0.9417 Epoch 2902/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.3326 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2701 - vae_accuracy: 0.8318 - val_loss: 15.9554 - val_vae_accuracy: 0.9413 Epoch 2903/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.5506 - vae_accuracy: 0.8307WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3107 - vae_accuracy: 0.8317 - val_loss: 15.8331 - val_vae_accuracy: 0.9416 Epoch 2904/4000 9000/13600 [==================>...........] - ETA: 0s - loss: 24.2109 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2516 - vae_accuracy: 0.8317 - val_loss: 15.8284 - val_vae_accuracy: 0.9414 Epoch 2905/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2227 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2433 - vae_accuracy: 0.8317 - val_loss: 15.7834 - val_vae_accuracy: 0.9416 Epoch 2906/4000 11900/13600 [=========================>....] - ETA: 0s - loss: 24.3374 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2783 - vae_accuracy: 0.8317 - val_loss: 15.9209 - val_vae_accuracy: 0.9412 Epoch 2907/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2324 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2481 - vae_accuracy: 0.8317 - val_loss: 15.8114 - val_vae_accuracy: 0.9414 Epoch 2908/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.3106 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2736 - vae_accuracy: 0.8317 - val_loss: 15.7272 - val_vae_accuracy: 0.9416 Epoch 2909/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3174 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3111 - vae_accuracy: 0.8315 - val_loss: 15.8402 - val_vae_accuracy: 0.9413 Epoch 2910/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2423 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2493 - vae_accuracy: 0.8316 - val_loss: 15.7681 - val_vae_accuracy: 0.9413 Epoch 2911/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2230 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2426 - vae_accuracy: 0.8317 - val_loss: 15.6099 - val_vae_accuracy: 0.9417 Epoch 2912/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2157 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2543 - vae_accuracy: 0.8316 - val_loss: 15.5590 - val_vae_accuracy: 0.9416 Epoch 2913/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.1908 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2264 - vae_accuracy: 0.8316 - val_loss: 15.7410 - val_vae_accuracy: 0.9414 Epoch 2914/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.3308 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2716 - vae_accuracy: 0.8316 - val_loss: 15.9031 - val_vae_accuracy: 0.9412 Epoch 2915/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2579 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3050 - vae_accuracy: 0.8316 - val_loss: 15.8909 - val_vae_accuracy: 0.9412 Epoch 2916/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2692 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2475 - vae_accuracy: 0.8316 - val_loss: 15.8414 - val_vae_accuracy: 0.9412 Epoch 2917/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2275 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2530 - vae_accuracy: 0.8317 - val_loss: 15.7272 - val_vae_accuracy: 0.9417 Epoch 2918/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2827 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2708 - vae_accuracy: 0.8318 - val_loss: 15.7691 - val_vae_accuracy: 0.9414 Epoch 2919/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2592 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2631 - vae_accuracy: 0.8315 - val_loss: 15.7268 - val_vae_accuracy: 0.9413 Epoch 2920/4000 11500/13600 [========================>.....] - ETA: 0s - loss: 24.3030 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2787 - vae_accuracy: 0.8315 - val_loss: 16.0770 - val_vae_accuracy: 0.9406 Epoch 2921/4000 11900/13600 [=========================>....] - ETA: 0s - loss: 24.3453 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2461 - vae_accuracy: 0.8316 - val_loss: 15.8056 - val_vae_accuracy: 0.9414 Epoch 2922/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.1318 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2656 - vae_accuracy: 0.8317 - val_loss: 15.7510 - val_vae_accuracy: 0.9416 Epoch 2923/4000 11400/13600 [========================>.....] - ETA: 0s - loss: 24.3286 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2691 - vae_accuracy: 0.8317 - val_loss: 15.7950 - val_vae_accuracy: 0.9414 Epoch 2924/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.2281 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2421 - vae_accuracy: 0.8317 - val_loss: 15.9393 - val_vae_accuracy: 0.9410 Epoch 2925/4000 11600/13600 [========================>.....] - ETA: 0s - loss: 24.2263 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2566 - vae_accuracy: 0.8318 - val_loss: 15.8727 - val_vae_accuracy: 0.9412 Epoch 2926/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2451 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2525 - vae_accuracy: 0.8318 - val_loss: 15.7433 - val_vae_accuracy: 0.9415 Epoch 2927/4000 12000/13600 [=========================>....] - ETA: 0s - loss: 24.3072 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2263 - vae_accuracy: 0.8318 - val_loss: 15.6781 - val_vae_accuracy: 0.9417 Epoch 2928/4000 11800/13600 [=========================>....] - ETA: 0s - loss: 24.2791 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2227 - vae_accuracy: 0.8317 - val_loss: 15.9343 - val_vae_accuracy: 0.9410 Epoch 2929/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2295 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2702 - vae_accuracy: 0.8316 - val_loss: 15.6371 - val_vae_accuracy: 0.9415 Epoch 2930/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.3109 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2815 - vae_accuracy: 0.8316 - val_loss: 15.7141 - val_vae_accuracy: 0.9416 Epoch 2931/4000 11500/13600 [========================>.....] - ETA: 0s - loss: 24.1269 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2692 - vae_accuracy: 0.8316 - val_loss: 15.7814 - val_vae_accuracy: 0.9415 Epoch 2932/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2645 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2728 - vae_accuracy: 0.8316 - val_loss: 15.6498 - val_vae_accuracy: 0.9416 Epoch 2933/4000 12000/13600 [=========================>....] - ETA: 0s - loss: 24.3622 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2428 - vae_accuracy: 0.8317 - val_loss: 15.6509 - val_vae_accuracy: 0.9416 Epoch 2934/4000 11500/13600 [========================>.....] - ETA: 0s - loss: 24.3776 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2434 - vae_accuracy: 0.8317 - val_loss: 15.6944 - val_vae_accuracy: 0.9414 Epoch 2935/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.3350 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3080 - vae_accuracy: 0.8315 - val_loss: 15.7091 - val_vae_accuracy: 0.9414 Epoch 2936/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2057 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2285 - vae_accuracy: 0.8317 - val_loss: 15.6326 - val_vae_accuracy: 0.9417 Epoch 2937/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2949 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2776 - vae_accuracy: 0.8317 - val_loss: 15.8788 - val_vae_accuracy: 0.9413 Epoch 2938/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2530 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2640 - vae_accuracy: 0.8317 - val_loss: 15.8505 - val_vae_accuracy: 0.9414 Epoch 2939/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2564 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2773 - vae_accuracy: 0.8317 - val_loss: 15.7798 - val_vae_accuracy: 0.9414 Epoch 2940/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2463 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2412 - vae_accuracy: 0.8318 - val_loss: 15.8916 - val_vae_accuracy: 0.9413 Epoch 2941/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3447 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2501 - vae_accuracy: 0.8318 - val_loss: 15.6899 - val_vae_accuracy: 0.9416 Epoch 2942/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2303 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2209 - vae_accuracy: 0.8316 - val_loss: 15.7022 - val_vae_accuracy: 0.9414 Epoch 2943/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3100 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2647 - vae_accuracy: 0.8316 - val_loss: 15.7647 - val_vae_accuracy: 0.9415 Epoch 2944/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2563 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2285 - vae_accuracy: 0.8317 - val_loss: 15.9517 - val_vae_accuracy: 0.9409 Epoch 2945/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2826 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2506 - vae_accuracy: 0.8317 - val_loss: 15.8524 - val_vae_accuracy: 0.9411 Epoch 2946/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.2852 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2520 - vae_accuracy: 0.8317 - val_loss: 15.6545 - val_vae_accuracy: 0.9417 Epoch 2947/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.3014 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2962 - vae_accuracy: 0.8315 - val_loss: 15.7064 - val_vae_accuracy: 0.9415 Epoch 2948/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.3043 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3100 - vae_accuracy: 0.8315 - val_loss: 15.8489 - val_vae_accuracy: 0.9413 Epoch 2949/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2801 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2908 - vae_accuracy: 0.8316 - val_loss: 15.6514 - val_vae_accuracy: 0.9417 Epoch 2950/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.3154 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3120 - vae_accuracy: 0.8316 - val_loss: 15.7826 - val_vae_accuracy: 0.9413 Epoch 2951/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.3432 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2786 - vae_accuracy: 0.8316 - val_loss: 15.7456 - val_vae_accuracy: 0.9413 Epoch 2952/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2708 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2468 - vae_accuracy: 0.8316 - val_loss: 15.8653 - val_vae_accuracy: 0.9411 Epoch 2953/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2513 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2326 - vae_accuracy: 0.8317 - val_loss: 15.7597 - val_vae_accuracy: 0.9413 Epoch 2954/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.3295 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2717 - vae_accuracy: 0.8316 - val_loss: 15.7295 - val_vae_accuracy: 0.9414 Epoch 2955/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.3247 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3047 - vae_accuracy: 0.8317 - val_loss: 15.7114 - val_vae_accuracy: 0.9415 Epoch 2956/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2670 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2633 - vae_accuracy: 0.8317 - val_loss: 15.6764 - val_vae_accuracy: 0.9416 Epoch 2957/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2525 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2551 - vae_accuracy: 0.8316 - val_loss: 15.7616 - val_vae_accuracy: 0.9414 Epoch 2958/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.3392 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2848 - vae_accuracy: 0.8315 - val_loss: 15.6955 - val_vae_accuracy: 0.9417 Epoch 2959/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2969 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2969 - vae_accuracy: 0.8317 - val_loss: 15.9523 - val_vae_accuracy: 0.9410 Epoch 2960/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3136 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2878 - vae_accuracy: 0.8316 - val_loss: 15.9907 - val_vae_accuracy: 0.9410 Epoch 2961/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2774 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2898 - vae_accuracy: 0.8315 - val_loss: 15.7048 - val_vae_accuracy: 0.9415 Epoch 2962/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2528 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2920 - vae_accuracy: 0.8316 - val_loss: 15.7555 - val_vae_accuracy: 0.9415 Epoch 2963/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.3229 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2795 - vae_accuracy: 0.8316 - val_loss: 15.7211 - val_vae_accuracy: 0.9415 Epoch 2964/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2853 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2821 - vae_accuracy: 0.8316 - val_loss: 15.7829 - val_vae_accuracy: 0.9413 Epoch 2965/4000 9000/13600 [==================>...........] - ETA: 0s - loss: 24.2647 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2650 - vae_accuracy: 0.8316 - val_loss: 15.7912 - val_vae_accuracy: 0.9414 Epoch 2966/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.2554 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3004 - vae_accuracy: 0.8316 - val_loss: 15.7592 - val_vae_accuracy: 0.9415 Epoch 2967/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2878 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3034 - vae_accuracy: 0.8317 - val_loss: 15.8658 - val_vae_accuracy: 0.9413 Epoch 2968/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2403 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2820 - vae_accuracy: 0.8318 - val_loss: 15.7723 - val_vae_accuracy: 0.9415 Epoch 2969/4000 11400/13600 [========================>.....] - ETA: 0s - loss: 24.3526 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.3175 - vae_accuracy: 0.8317 - val_loss: 15.6748 - val_vae_accuracy: 0.9416 Epoch 2970/4000 12200/13600 [=========================>....] - ETA: 0s - loss: 24.2863 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2575 - vae_accuracy: 0.8317 - val_loss: 15.8399 - val_vae_accuracy: 0.9411 Epoch 2971/4000 11600/13600 [========================>.....] - ETA: 0s - loss: 24.3012 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2843 - vae_accuracy: 0.8317 - val_loss: 15.7387 - val_vae_accuracy: 0.9414 Epoch 2972/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.2126 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2506 - vae_accuracy: 0.8317 - val_loss: 15.6199 - val_vae_accuracy: 0.9416 Epoch 2973/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2558 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2591 - vae_accuracy: 0.8316 - val_loss: 15.8059 - val_vae_accuracy: 0.9413 Epoch 2974/4000 12000/13600 [=========================>....] - ETA: 0s - loss: 24.1728 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2465 - vae_accuracy: 0.8317 - val_loss: 15.6511 - val_vae_accuracy: 0.9415 Epoch 2975/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2651 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2528 - vae_accuracy: 0.8317 - val_loss: 15.7851 - val_vae_accuracy: 0.9414 Epoch 2976/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.4533 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3749 - vae_accuracy: 0.8315 - val_loss: 15.7123 - val_vae_accuracy: 0.9415 Epoch 2977/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.2232 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2774 - vae_accuracy: 0.8316 - val_loss: 15.6609 - val_vae_accuracy: 0.9416 Epoch 2978/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.1907 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2876 - vae_accuracy: 0.8317 - val_loss: 15.5999 - val_vae_accuracy: 0.9417 Epoch 2979/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2108 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2213 - vae_accuracy: 0.8318 - val_loss: 15.7097 - val_vae_accuracy: 0.9415 Epoch 2980/4000 8900/13600 [==================>...........] - ETA: 0s - loss: 24.0115 - vae_accuracy: 0.8330WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2639 - vae_accuracy: 0.8317 - val_loss: 15.7071 - val_vae_accuracy: 0.9415 Epoch 2981/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2188 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2464 - vae_accuracy: 0.8316 - val_loss: 15.7994 - val_vae_accuracy: 0.9413 Epoch 2982/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2464 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2489 - vae_accuracy: 0.8318 - val_loss: 15.8530 - val_vae_accuracy: 0.9414 Epoch 2983/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.3204 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2806 - vae_accuracy: 0.8317 - val_loss: 15.8494 - val_vae_accuracy: 0.9411 Epoch 2984/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2535 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2535 - vae_accuracy: 0.8316 - val_loss: 15.6636 - val_vae_accuracy: 0.9416 Epoch 2985/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.1805 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2310 - vae_accuracy: 0.8318 - val_loss: 15.9949 - val_vae_accuracy: 0.9410 Epoch 2986/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.2220 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2909 - vae_accuracy: 0.8317 - val_loss: 15.6816 - val_vae_accuracy: 0.9415 Epoch 2987/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.2756 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2372 - vae_accuracy: 0.8318 - val_loss: 15.9240 - val_vae_accuracy: 0.9411 Epoch 2988/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2662 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2555 - vae_accuracy: 0.8317 - val_loss: 15.6702 - val_vae_accuracy: 0.9416 Epoch 2989/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3249 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2686 - vae_accuracy: 0.8318 - val_loss: 15.7977 - val_vae_accuracy: 0.9416 Epoch 2990/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.1658 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3018 - vae_accuracy: 0.8317 - val_loss: 15.7264 - val_vae_accuracy: 0.9416 Epoch 2991/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2587 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2283 - vae_accuracy: 0.8317 - val_loss: 15.8698 - val_vae_accuracy: 0.9412 Epoch 2992/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2229 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2649 - vae_accuracy: 0.8316 - val_loss: 15.6871 - val_vae_accuracy: 0.9416 Epoch 2993/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3344 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2753 - vae_accuracy: 0.8317 - val_loss: 15.7297 - val_vae_accuracy: 0.9414 Epoch 2994/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2976 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2875 - vae_accuracy: 0.8315 - val_loss: 15.8561 - val_vae_accuracy: 0.9412 Epoch 2995/4000 11700/13600 [========================>.....] - ETA: 0s - loss: 24.2907 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2863 - vae_accuracy: 0.8315 - val_loss: 15.6197 - val_vae_accuracy: 0.9417 Epoch 2996/4000 11600/13600 [========================>.....] - ETA: 0s - loss: 24.3579 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2985 - vae_accuracy: 0.8315 - val_loss: 15.7598 - val_vae_accuracy: 0.9414 Epoch 2997/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.1643 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2542 - vae_accuracy: 0.8317 - val_loss: 15.7824 - val_vae_accuracy: 0.9414 Epoch 2998/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2781 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2781 - vae_accuracy: 0.8316 - val_loss: 15.7703 - val_vae_accuracy: 0.9415 Epoch 2999/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2710 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2269 - vae_accuracy: 0.8317 - val_loss: 15.7238 - val_vae_accuracy: 0.9414 Epoch 3000/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2807 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2654 - vae_accuracy: 0.8316 - val_loss: 15.8232 - val_vae_accuracy: 0.9413 Epoch 3001/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2455 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2827 - vae_accuracy: 0.8317 - val_loss: 15.7766 - val_vae_accuracy: 0.9414 Epoch 3002/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2785 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2761 - vae_accuracy: 0.8317 - val_loss: 15.7031 - val_vae_accuracy: 0.9416 Epoch 3003/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2351 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2750 - vae_accuracy: 0.8317 - val_loss: 15.7719 - val_vae_accuracy: 0.9416 Epoch 3004/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.3009 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2589 - vae_accuracy: 0.8318 - val_loss: 15.9019 - val_vae_accuracy: 0.9412 Epoch 3005/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2789 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2573 - vae_accuracy: 0.8318 - val_loss: 15.7397 - val_vae_accuracy: 0.9416 Epoch 3006/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2696 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2595 - vae_accuracy: 0.8317 - val_loss: 15.7508 - val_vae_accuracy: 0.9415 Epoch 3007/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.3459 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2981 - vae_accuracy: 0.8316 - val_loss: 15.7157 - val_vae_accuracy: 0.9415 Epoch 3008/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.2248 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2433 - vae_accuracy: 0.8317 - val_loss: 15.6809 - val_vae_accuracy: 0.9415 Epoch 3009/4000 11400/13600 [========================>.....] - ETA: 0s - loss: 24.4261 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2811 - vae_accuracy: 0.8316 - val_loss: 15.7906 - val_vae_accuracy: 0.9412 Epoch 3010/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.2588 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2315 - vae_accuracy: 0.8317 - val_loss: 15.7305 - val_vae_accuracy: 0.9416 Epoch 3011/4000 12200/13600 [=========================>....] - ETA: 0s - loss: 24.2988 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2612 - vae_accuracy: 0.8318 - val_loss: 15.7016 - val_vae_accuracy: 0.9417 Epoch 3012/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.3457 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2864 - vae_accuracy: 0.8317 - val_loss: 15.6598 - val_vae_accuracy: 0.9414 Epoch 3013/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2623 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2634 - vae_accuracy: 0.8316 - val_loss: 15.7551 - val_vae_accuracy: 0.9413 Epoch 3014/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.1895 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2372 - vae_accuracy: 0.8316 - val_loss: 15.6998 - val_vae_accuracy: 0.9415 Epoch 3015/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2918 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2954 - vae_accuracy: 0.8315 - val_loss: 15.7101 - val_vae_accuracy: 0.9414 Epoch 3016/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2601 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2385 - vae_accuracy: 0.8317 - val_loss: 15.6397 - val_vae_accuracy: 0.9416 Epoch 3017/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2271 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2507 - vae_accuracy: 0.8316 - val_loss: 15.9210 - val_vae_accuracy: 0.9409 Epoch 3018/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.2474 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2431 - vae_accuracy: 0.8316 - val_loss: 15.7287 - val_vae_accuracy: 0.9415 Epoch 3019/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2308 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2651 - vae_accuracy: 0.8316 - val_loss: 15.6627 - val_vae_accuracy: 0.9415 Epoch 3020/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.2592 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2480 - vae_accuracy: 0.8316 - val_loss: 15.6306 - val_vae_accuracy: 0.9415 Epoch 3021/4000 12200/13600 [=========================>....] - ETA: 0s - loss: 24.3318 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2362 - vae_accuracy: 0.8317 - val_loss: 15.6868 - val_vae_accuracy: 0.9416 Epoch 3022/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.1929 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2736 - vae_accuracy: 0.8317 - val_loss: 15.8389 - val_vae_accuracy: 0.9412 Epoch 3023/4000 11700/13600 [========================>.....] - ETA: 0s - loss: 24.2866 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2817 - vae_accuracy: 0.8315 - val_loss: 15.6784 - val_vae_accuracy: 0.9414 Epoch 3024/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.3342 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2684 - vae_accuracy: 0.8316 - val_loss: 15.7820 - val_vae_accuracy: 0.9415 Epoch 3025/4000 11500/13600 [========================>.....] - ETA: 0s - loss: 24.3323 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2712 - vae_accuracy: 0.8317 - val_loss: 15.8868 - val_vae_accuracy: 0.9411 Epoch 3026/4000 11000/13600 [=======================>......] - ETA: 0s - loss: 24.3967 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2985 - vae_accuracy: 0.8315 - val_loss: 15.6686 - val_vae_accuracy: 0.9415 Epoch 3027/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.2227 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 15us/sample - loss: 24.2914 - vae_accuracy: 0.8316 - val_loss: 15.6393 - val_vae_accuracy: 0.9417 Epoch 3028/4000 11800/13600 [=========================>....] - ETA: 0s - loss: 24.2645 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2617 - vae_accuracy: 0.8317 - val_loss: 15.7050 - val_vae_accuracy: 0.9416 Epoch 3029/4000 11900/13600 [=========================>....] - ETA: 0s - loss: 24.2770 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2538 - vae_accuracy: 0.8317 - val_loss: 15.7179 - val_vae_accuracy: 0.9415 Epoch 3030/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2125 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2674 - vae_accuracy: 0.8316 - val_loss: 15.8114 - val_vae_accuracy: 0.9413 Epoch 3031/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.3145 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2257 - vae_accuracy: 0.8317 - val_loss: 15.6044 - val_vae_accuracy: 0.9417 Epoch 3032/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2506 - vae_accuracy: 0.8306WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2382 - vae_accuracy: 0.8317 - val_loss: 15.6616 - val_vae_accuracy: 0.9416 Epoch 3033/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2597 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2575 - vae_accuracy: 0.8317 - val_loss: 15.7658 - val_vae_accuracy: 0.9415 Epoch 3034/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.1237 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2659 - vae_accuracy: 0.8318 - val_loss: 15.8115 - val_vae_accuracy: 0.9414 Epoch 3035/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.0920 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2548 - vae_accuracy: 0.8317 - val_loss: 15.7602 - val_vae_accuracy: 0.9414 Epoch 3036/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.2744 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2580 - vae_accuracy: 0.8316 - val_loss: 15.6567 - val_vae_accuracy: 0.9416 Epoch 3037/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.1088 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2460 - vae_accuracy: 0.8316 - val_loss: 15.7696 - val_vae_accuracy: 0.9414 Epoch 3038/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2330 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2706 - vae_accuracy: 0.8316 - val_loss: 15.7808 - val_vae_accuracy: 0.9414 Epoch 3039/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.3220 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2993 - vae_accuracy: 0.8316 - val_loss: 15.7792 - val_vae_accuracy: 0.9413 Epoch 3040/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2271 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2415 - vae_accuracy: 0.8316 - val_loss: 15.6853 - val_vae_accuracy: 0.9414 Epoch 3041/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.2320 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2234 - vae_accuracy: 0.8316 - val_loss: 15.6170 - val_vae_accuracy: 0.9415 Epoch 3042/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2391 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2984 - vae_accuracy: 0.8315 - val_loss: 15.5967 - val_vae_accuracy: 0.9418 Epoch 3043/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.2762 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2716 - vae_accuracy: 0.8317 - val_loss: 15.5416 - val_vae_accuracy: 0.9418 Epoch 3044/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2148 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2284 - vae_accuracy: 0.8317 - val_loss: 15.7485 - val_vae_accuracy: 0.9413 Epoch 3045/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.4175 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2760 - vae_accuracy: 0.8317 - val_loss: 15.6830 - val_vae_accuracy: 0.9417 Epoch 3046/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2922 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2370 - vae_accuracy: 0.8318 - val_loss: 15.7520 - val_vae_accuracy: 0.9416 Epoch 3047/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1070 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2674 - vae_accuracy: 0.8317 - val_loss: 15.7831 - val_vae_accuracy: 0.9414 Epoch 3048/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2259 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2412 - vae_accuracy: 0.8317 - val_loss: 16.0085 - val_vae_accuracy: 0.9410 Epoch 3049/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.5148 - vae_accuracy: 0.8306WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2695 - vae_accuracy: 0.8317 - val_loss: 15.7987 - val_vae_accuracy: 0.9414 Epoch 3050/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2881 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2733 - vae_accuracy: 0.8317 - val_loss: 15.8049 - val_vae_accuracy: 0.9415 Epoch 3051/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.1343 - vae_accuracy: 0.8333WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2475 - vae_accuracy: 0.8317 - val_loss: 15.7971 - val_vae_accuracy: 0.9412 Epoch 3052/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3295 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2274 - vae_accuracy: 0.8317 - val_loss: 15.7495 - val_vae_accuracy: 0.9414 Epoch 3053/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.1326 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2621 - vae_accuracy: 0.8316 - val_loss: 15.7811 - val_vae_accuracy: 0.9414 Epoch 3054/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3761 - vae_accuracy: 0.8299WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2559 - vae_accuracy: 0.8317 - val_loss: 15.8376 - val_vae_accuracy: 0.9412 Epoch 3055/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.5063 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2706 - vae_accuracy: 0.8315 - val_loss: 15.6174 - val_vae_accuracy: 0.9416 Epoch 3056/4000 12200/13600 [=========================>....] - ETA: 0s - loss: 24.3374 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2726 - vae_accuracy: 0.8317 - val_loss: 15.6134 - val_vae_accuracy: 0.9417 Epoch 3057/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1349 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2674 - vae_accuracy: 0.8317 - val_loss: 15.6766 - val_vae_accuracy: 0.9416 Epoch 3058/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.2715 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2821 - vae_accuracy: 0.8316 - val_loss: 15.6666 - val_vae_accuracy: 0.9415 Epoch 3059/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.3145 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2919 - vae_accuracy: 0.8315 - val_loss: 15.7203 - val_vae_accuracy: 0.9414 Epoch 3060/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2925 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3166 - vae_accuracy: 0.8314 - val_loss: 15.6714 - val_vae_accuracy: 0.9416 Epoch 3061/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2317 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2641 - vae_accuracy: 0.8316 - val_loss: 15.6934 - val_vae_accuracy: 0.9416 Epoch 3062/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.0837 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2671 - vae_accuracy: 0.8317 - val_loss: 15.6597 - val_vae_accuracy: 0.9416 Epoch 3063/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2251 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2226 - vae_accuracy: 0.8317 - val_loss: 15.5685 - val_vae_accuracy: 0.9417 Epoch 3064/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2642 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2474 - vae_accuracy: 0.8317 - val_loss: 15.6824 - val_vae_accuracy: 0.9416 Epoch 3065/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2089 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2759 - vae_accuracy: 0.8317 - val_loss: 15.8304 - val_vae_accuracy: 0.9414 Epoch 3066/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.4334 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2669 - vae_accuracy: 0.8316 - val_loss: 15.6988 - val_vae_accuracy: 0.9414 Epoch 3067/4000 9000/13600 [==================>...........] - ETA: 0s - loss: 24.2607 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2531 - vae_accuracy: 0.8317 - val_loss: 15.6144 - val_vae_accuracy: 0.9419 Epoch 3068/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1880 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2667 - vae_accuracy: 0.8319 - val_loss: 15.6478 - val_vae_accuracy: 0.9417 Epoch 3069/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2621 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2575 - vae_accuracy: 0.8317 - val_loss: 15.7613 - val_vae_accuracy: 0.9414 Epoch 3070/4000 11700/13600 [========================>.....] - ETA: 0s - loss: 24.2577 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2702 - vae_accuracy: 0.8317 - val_loss: 15.7032 - val_vae_accuracy: 0.9416 Epoch 3071/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2444 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2444 - vae_accuracy: 0.8318 - val_loss: 15.7547 - val_vae_accuracy: 0.9415 Epoch 3072/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.3871 - vae_accuracy: 0.8303WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2827 - vae_accuracy: 0.8315 - val_loss: 15.8474 - val_vae_accuracy: 0.9411 Epoch 3073/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.4136 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3221 - vae_accuracy: 0.8315 - val_loss: 15.7693 - val_vae_accuracy: 0.9414 Epoch 3074/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2614 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3096 - vae_accuracy: 0.8316 - val_loss: 15.7319 - val_vae_accuracy: 0.9415 Epoch 3075/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.4412 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2993 - vae_accuracy: 0.8317 - val_loss: 15.7302 - val_vae_accuracy: 0.9415 Epoch 3076/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2993 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2564 - vae_accuracy: 0.8318 - val_loss: 15.7026 - val_vae_accuracy: 0.9415 Epoch 3077/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2402 - vae_accuracy: 0.8307WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2417 - vae_accuracy: 0.8318 - val_loss: 15.7953 - val_vae_accuracy: 0.9414 Epoch 3078/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2176 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2519 - vae_accuracy: 0.8317 - val_loss: 15.7446 - val_vae_accuracy: 0.9415 Epoch 3079/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.1649 - vae_accuracy: 0.8330WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2974 - vae_accuracy: 0.8317 - val_loss: 15.6185 - val_vae_accuracy: 0.9418 Epoch 3080/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3750 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2531 - vae_accuracy: 0.8317 - val_loss: 15.6802 - val_vae_accuracy: 0.9414 Epoch 3081/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2916 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2467 - vae_accuracy: 0.8317 - val_loss: 15.6427 - val_vae_accuracy: 0.9415 Epoch 3082/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3138 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2912 - vae_accuracy: 0.8316 - val_loss: 15.9881 - val_vae_accuracy: 0.9410 Epoch 3083/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.1969 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2536 - vae_accuracy: 0.8317 - val_loss: 15.6694 - val_vae_accuracy: 0.9416 Epoch 3084/4000 10200/13600 [=====================>........] - ETA: 0s - loss: 24.2941 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2332 - vae_accuracy: 0.8317 - val_loss: 15.7231 - val_vae_accuracy: 0.9415 Epoch 3085/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1836 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2800 - vae_accuracy: 0.8316 - val_loss: 15.7626 - val_vae_accuracy: 0.9413 Epoch 3086/4000 10100/13600 [=====================>........] - ETA: 0s - loss: 24.4522 - vae_accuracy: 0.8307WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2783 - vae_accuracy: 0.8314 - val_loss: 15.7836 - val_vae_accuracy: 0.9412 Epoch 3087/4000 10200/13600 [=====================>........] - ETA: 0s - loss: 24.2266 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2753 - vae_accuracy: 0.8317 - val_loss: 15.6957 - val_vae_accuracy: 0.9418 Epoch 3088/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3739 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2761 - vae_accuracy: 0.8318 - val_loss: 15.7540 - val_vae_accuracy: 0.9415 Epoch 3089/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.2795 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2772 - vae_accuracy: 0.8316 - val_loss: 15.8318 - val_vae_accuracy: 0.9412 Epoch 3090/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3096 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2747 - vae_accuracy: 0.8316 - val_loss: 15.5479 - val_vae_accuracy: 0.9418 Epoch 3091/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2933 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2930 - vae_accuracy: 0.8315 - val_loss: 15.7875 - val_vae_accuracy: 0.9412 Epoch 3092/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2426 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2560 - vae_accuracy: 0.8316 - val_loss: 15.8011 - val_vae_accuracy: 0.9414 Epoch 3093/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2893 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2768 - vae_accuracy: 0.8317 - val_loss: 15.8356 - val_vae_accuracy: 0.9412 Epoch 3094/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.1233 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2123 - vae_accuracy: 0.8317 - val_loss: 15.9198 - val_vae_accuracy: 0.9410 Epoch 3095/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2859 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2892 - vae_accuracy: 0.8316 - val_loss: 15.7583 - val_vae_accuracy: 0.9416 Epoch 3096/4000 8900/13600 [==================>...........] - ETA: 0s - loss: 24.3344 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2639 - vae_accuracy: 0.8318 - val_loss: 15.6690 - val_vae_accuracy: 0.9417 Epoch 3097/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2308 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2539 - vae_accuracy: 0.8316 - val_loss: 15.8633 - val_vae_accuracy: 0.9411 Epoch 3098/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.1862 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2537 - vae_accuracy: 0.8317 - val_loss: 15.5978 - val_vae_accuracy: 0.9417 Epoch 3099/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.1852 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2543 - vae_accuracy: 0.8316 - val_loss: 15.7536 - val_vae_accuracy: 0.9413 Epoch 3100/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2804 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2579 - vae_accuracy: 0.8316 - val_loss: 15.7277 - val_vae_accuracy: 0.9414 Epoch 3101/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2056 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2627 - vae_accuracy: 0.8315 - val_loss: 15.9381 - val_vae_accuracy: 0.9410 Epoch 3102/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3143 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2664 - vae_accuracy: 0.8317 - val_loss: 15.8418 - val_vae_accuracy: 0.9413 Epoch 3103/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2396 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2396 - vae_accuracy: 0.8317 - val_loss: 15.6861 - val_vae_accuracy: 0.9417 Epoch 3104/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2585 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2500 - vae_accuracy: 0.8318 - val_loss: 15.7569 - val_vae_accuracy: 0.9414 Epoch 3105/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2628 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2775 - vae_accuracy: 0.8316 - val_loss: 15.7352 - val_vae_accuracy: 0.9415 Epoch 3106/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2604 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2834 - vae_accuracy: 0.8318 - val_loss: 15.7177 - val_vae_accuracy: 0.9416 Epoch 3107/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2202 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2511 - vae_accuracy: 0.8317 - val_loss: 15.6059 - val_vae_accuracy: 0.9415 Epoch 3108/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2828 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2448 - vae_accuracy: 0.8315 - val_loss: 15.6280 - val_vae_accuracy: 0.9416 Epoch 3109/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1865 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2717 - vae_accuracy: 0.8317 - val_loss: 15.8207 - val_vae_accuracy: 0.9414 Epoch 3110/4000 11200/13600 [=======================>......] - ETA: 0s - loss: 24.1446 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 15us/sample - loss: 24.2600 - vae_accuracy: 0.8317 - val_loss: 15.7458 - val_vae_accuracy: 0.9415 Epoch 3111/4000 10900/13600 [=======================>......] - ETA: 0s - loss: 24.3865 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2295 - vae_accuracy: 0.8317 - val_loss: 15.6091 - val_vae_accuracy: 0.9417 Epoch 3112/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2755 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2734 - vae_accuracy: 0.8316 - val_loss: 15.7942 - val_vae_accuracy: 0.9413 Epoch 3113/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2849 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2849 - vae_accuracy: 0.8315 - val_loss: 15.6403 - val_vae_accuracy: 0.9416 Epoch 3114/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.1161 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2633 - vae_accuracy: 0.8316 - val_loss: 15.5971 - val_vae_accuracy: 0.9418 Epoch 3115/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2583 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2435 - vae_accuracy: 0.8317 - val_loss: 15.6292 - val_vae_accuracy: 0.9415 Epoch 3116/4000 11900/13600 [=========================>....] - ETA: 0s - loss: 24.2446 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2369 - vae_accuracy: 0.8317 - val_loss: 15.7731 - val_vae_accuracy: 0.9416 Epoch 3117/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.3141 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2785 - vae_accuracy: 0.8318 - val_loss: 15.7610 - val_vae_accuracy: 0.9415 Epoch 3118/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2484 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2528 - vae_accuracy: 0.8318 - val_loss: 15.7232 - val_vae_accuracy: 0.9415 Epoch 3119/4000 11800/13600 [=========================>....] - ETA: 0s - loss: 24.1658 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2582 - vae_accuracy: 0.8317 - val_loss: 15.9365 - val_vae_accuracy: 0.9413 Epoch 3120/4000 10700/13600 [======================>.......] - ETA: 0s - loss: 24.1793 - vae_accuracy: 0.8328WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2556 - vae_accuracy: 0.8318 - val_loss: 15.9139 - val_vae_accuracy: 0.9410 Epoch 3121/4000 11000/13600 [=======================>......] - ETA: 0s - loss: 24.2766 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2876 - vae_accuracy: 0.8316 - val_loss: 15.7144 - val_vae_accuracy: 0.9415 Epoch 3122/4000 11000/13600 [=======================>......] - ETA: 0s - loss: 24.3683 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2397 - vae_accuracy: 0.8317 - val_loss: 15.6153 - val_vae_accuracy: 0.9416 Epoch 3123/4000 11100/13600 [=======================>......] - ETA: 0s - loss: 24.2455 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2739 - vae_accuracy: 0.8316 - val_loss: 15.8292 - val_vae_accuracy: 0.9412 Epoch 3124/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2866 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 16us/sample - loss: 24.2688 - vae_accuracy: 0.8316 - val_loss: 15.7639 - val_vae_accuracy: 0.9413 Epoch 3125/4000 11600/13600 [========================>.....] - ETA: 0s - loss: 24.2544 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2779 - vae_accuracy: 0.8316 - val_loss: 15.5986 - val_vae_accuracy: 0.9415 Epoch 3126/4000 10300/13600 [=====================>........] - ETA: 0s - loss: 24.1170 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 15us/sample - loss: 24.2565 - vae_accuracy: 0.8317 - val_loss: 15.7973 - val_vae_accuracy: 0.9413 Epoch 3127/4000 10500/13600 [======================>.......] - ETA: 0s - loss: 24.1758 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 15us/sample - loss: 24.2515 - vae_accuracy: 0.8316 - val_loss: 15.6794 - val_vae_accuracy: 0.9415 Epoch 3128/4000 11200/13600 [=======================>......] - ETA: 0s - loss: 24.1156 - vae_accuracy: 0.8327WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2467 - vae_accuracy: 0.8318 - val_loss: 15.7624 - val_vae_accuracy: 0.9414 Epoch 3129/4000 11900/13600 [=========================>....] - ETA: 0s - loss: 24.3315 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2691 - vae_accuracy: 0.8317 - val_loss: 15.7626 - val_vae_accuracy: 0.9413 Epoch 3130/4000 11600/13600 [========================>.....] - ETA: 0s - loss: 24.2824 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2689 - vae_accuracy: 0.8317 - val_loss: 15.5466 - val_vae_accuracy: 0.9417 Epoch 3131/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.3303 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3006 - vae_accuracy: 0.8315 - val_loss: 15.7380 - val_vae_accuracy: 0.9413 Epoch 3132/4000 11300/13600 [=======================>......] - ETA: 0s - loss: 24.2680 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2586 - vae_accuracy: 0.8316 - val_loss: 15.6130 - val_vae_accuracy: 0.9416 Epoch 3133/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.1368 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2408 - vae_accuracy: 0.8317 - val_loss: 15.6643 - val_vae_accuracy: 0.9415 Epoch 3134/4000 11400/13600 [========================>.....] - ETA: 0s - loss: 24.2461 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2597 - vae_accuracy: 0.8316 - val_loss: 15.7883 - val_vae_accuracy: 0.9412 Epoch 3135/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.1862 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2574 - vae_accuracy: 0.8315 - val_loss: 15.6746 - val_vae_accuracy: 0.9414 Epoch 3136/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3685 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2664 - vae_accuracy: 0.8316 - val_loss: 15.8405 - val_vae_accuracy: 0.9412 Epoch 3137/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.1974 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2901 - vae_accuracy: 0.8316 - val_loss: 15.5840 - val_vae_accuracy: 0.9418 Epoch 3138/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2451 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2677 - vae_accuracy: 0.8316 - val_loss: 15.7774 - val_vae_accuracy: 0.9412 Epoch 3139/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.2195 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2701 - vae_accuracy: 0.8316 - val_loss: 15.6397 - val_vae_accuracy: 0.9417 Epoch 3140/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.1299 - vae_accuracy: 0.8326WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2454 - vae_accuracy: 0.8317 - val_loss: 15.8807 - val_vae_accuracy: 0.9412 Epoch 3141/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.3056 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2513 - vae_accuracy: 0.8317 - val_loss: 15.6083 - val_vae_accuracy: 0.9417 Epoch 3142/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.1881 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2882 - vae_accuracy: 0.8316 - val_loss: 15.8952 - val_vae_accuracy: 0.9411 Epoch 3143/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2467 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2694 - vae_accuracy: 0.8316 - val_loss: 15.7881 - val_vae_accuracy: 0.9414 Epoch 3144/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3598 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2680 - vae_accuracy: 0.8316 - val_loss: 15.7578 - val_vae_accuracy: 0.9414 Epoch 3145/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2264 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2882 - vae_accuracy: 0.8317 - val_loss: 15.7411 - val_vae_accuracy: 0.9415 Epoch 3146/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.3276 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2609 - vae_accuracy: 0.8317 - val_loss: 15.7300 - val_vae_accuracy: 0.9415 Epoch 3147/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.3597 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2566 - vae_accuracy: 0.8316 - val_loss: 15.5843 - val_vae_accuracy: 0.9416 Epoch 3148/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3337 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2778 - vae_accuracy: 0.8315 - val_loss: 15.8109 - val_vae_accuracy: 0.9413 Epoch 3149/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2187 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2392 - vae_accuracy: 0.8315 - val_loss: 15.6218 - val_vae_accuracy: 0.9416 Epoch 3150/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.4261 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2775 - vae_accuracy: 0.8316 - val_loss: 15.6994 - val_vae_accuracy: 0.9415 Epoch 3151/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.1056 - vae_accuracy: 0.8328WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2453 - vae_accuracy: 0.8316 - val_loss: 15.8281 - val_vae_accuracy: 0.9412 Epoch 3152/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3265 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2571 - vae_accuracy: 0.8317 - val_loss: 15.8094 - val_vae_accuracy: 0.9413 Epoch 3153/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.1061 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2414 - vae_accuracy: 0.8317 - val_loss: 15.7201 - val_vae_accuracy: 0.9414 Epoch 3154/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3860 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2952 - vae_accuracy: 0.8316 - val_loss: 15.7419 - val_vae_accuracy: 0.9415 Epoch 3155/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1347 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2380 - vae_accuracy: 0.8317 - val_loss: 15.8417 - val_vae_accuracy: 0.9412 Epoch 3156/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2891 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2860 - vae_accuracy: 0.8315 - val_loss: 15.7735 - val_vae_accuracy: 0.9414 Epoch 3157/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2771 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2616 - vae_accuracy: 0.8316 - val_loss: 15.8185 - val_vae_accuracy: 0.9414 Epoch 3158/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3092 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2698 - vae_accuracy: 0.8317 - val_loss: 15.7873 - val_vae_accuracy: 0.9415 Epoch 3159/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.4485 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2744 - vae_accuracy: 0.8317 - val_loss: 15.7663 - val_vae_accuracy: 0.9415 Epoch 3160/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2432 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2407 - vae_accuracy: 0.8317 - val_loss: 15.6166 - val_vae_accuracy: 0.9416 Epoch 3161/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3308 - vae_accuracy: 0.8303WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2604 - vae_accuracy: 0.8315 - val_loss: 15.8639 - val_vae_accuracy: 0.9409 Epoch 3162/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3529 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3290 - vae_accuracy: 0.8314 - val_loss: 15.8404 - val_vae_accuracy: 0.9412 Epoch 3163/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3208 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2508 - vae_accuracy: 0.8317 - val_loss: 15.8468 - val_vae_accuracy: 0.9411 Epoch 3164/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2348 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2171 - vae_accuracy: 0.8316 - val_loss: 15.8120 - val_vae_accuracy: 0.9411 Epoch 3165/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2933 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2743 - vae_accuracy: 0.8316 - val_loss: 15.6366 - val_vae_accuracy: 0.9414 Epoch 3166/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.2597 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2922 - vae_accuracy: 0.8316 - val_loss: 15.6721 - val_vae_accuracy: 0.9416 Epoch 3167/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2509 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2625 - vae_accuracy: 0.8317 - val_loss: 15.6653 - val_vae_accuracy: 0.9415 Epoch 3168/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2683 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2519 - vae_accuracy: 0.8317 - val_loss: 15.7175 - val_vae_accuracy: 0.9415 Epoch 3169/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3185 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2504 - vae_accuracy: 0.8317 - val_loss: 15.9958 - val_vae_accuracy: 0.9408 Epoch 3170/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2371 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3161 - vae_accuracy: 0.8314 - val_loss: 15.7497 - val_vae_accuracy: 0.9412 Epoch 3171/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2219 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2446 - vae_accuracy: 0.8315 - val_loss: 15.7371 - val_vae_accuracy: 0.9413 Epoch 3172/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2919 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2919 - vae_accuracy: 0.8316 - val_loss: 15.7904 - val_vae_accuracy: 0.9415 Epoch 3173/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3567 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2637 - vae_accuracy: 0.8317 - val_loss: 15.6020 - val_vae_accuracy: 0.9417 Epoch 3174/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.1675 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2632 - vae_accuracy: 0.8317 - val_loss: 15.8301 - val_vae_accuracy: 0.9413 Epoch 3175/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.1482 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2244 - vae_accuracy: 0.8317 - val_loss: 15.7498 - val_vae_accuracy: 0.9414 Epoch 3176/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.1143 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2696 - vae_accuracy: 0.8316 - val_loss: 15.7938 - val_vae_accuracy: 0.9414 Epoch 3177/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.2287 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2748 - vae_accuracy: 0.8316 - val_loss: 15.6222 - val_vae_accuracy: 0.9416 Epoch 3178/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2537 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2461 - vae_accuracy: 0.8317 - val_loss: 15.7540 - val_vae_accuracy: 0.9414 Epoch 3179/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2930 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2711 - vae_accuracy: 0.8316 - val_loss: 15.7779 - val_vae_accuracy: 0.9413 Epoch 3180/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.4469 - vae_accuracy: 0.8307WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3122 - vae_accuracy: 0.8315 - val_loss: 15.8126 - val_vae_accuracy: 0.9414 Epoch 3181/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.1524 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2730 - vae_accuracy: 0.8316 - val_loss: 15.8556 - val_vae_accuracy: 0.9411 Epoch 3182/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2205 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2402 - vae_accuracy: 0.8317 - val_loss: 15.6679 - val_vae_accuracy: 0.9415 Epoch 3183/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.3167 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2477 - vae_accuracy: 0.8316 - val_loss: 16.0301 - val_vae_accuracy: 0.9406 Epoch 3184/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.4479 - vae_accuracy: 0.8298WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2893 - vae_accuracy: 0.8314 - val_loss: 15.7001 - val_vae_accuracy: 0.9414 Epoch 3185/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2399 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2874 - vae_accuracy: 0.8316 - val_loss: 15.7060 - val_vae_accuracy: 0.9415 Epoch 3186/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2823 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2720 - vae_accuracy: 0.8317 - val_loss: 15.6900 - val_vae_accuracy: 0.9416 Epoch 3187/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.2105 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2389 - vae_accuracy: 0.8317 - val_loss: 15.8330 - val_vae_accuracy: 0.9412 Epoch 3188/4000 11800/13600 [=========================>....] - ETA: 0s - loss: 24.2237 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2825 - vae_accuracy: 0.8317 - val_loss: 15.6855 - val_vae_accuracy: 0.9416 Epoch 3189/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3015 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2417 - vae_accuracy: 0.8317 - val_loss: 15.8689 - val_vae_accuracy: 0.9412 Epoch 3190/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.1897 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.1897 - vae_accuracy: 0.8317 - val_loss: 15.7123 - val_vae_accuracy: 0.9415 Epoch 3191/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2855 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2865 - vae_accuracy: 0.8316 - val_loss: 15.7301 - val_vae_accuracy: 0.9413 Epoch 3192/4000 11200/13600 [=======================>......] - ETA: 0s - loss: 24.2455 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2883 - vae_accuracy: 0.8316 - val_loss: 15.7384 - val_vae_accuracy: 0.9415 Epoch 3193/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2728 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2588 - vae_accuracy: 0.8317 - val_loss: 15.8821 - val_vae_accuracy: 0.9411 Epoch 3194/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2610 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2610 - vae_accuracy: 0.8316 - val_loss: 15.8360 - val_vae_accuracy: 0.9411 Epoch 3195/4000 10600/13600 [======================>.......] - ETA: 0s - loss: 24.4955 - vae_accuracy: 0.8304WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2426 - vae_accuracy: 0.8317 - val_loss: 15.8970 - val_vae_accuracy: 0.9411 Epoch 3196/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2771 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2496 - vae_accuracy: 0.8316 - val_loss: 15.7571 - val_vae_accuracy: 0.9413 Epoch 3197/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.2466 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2646 - vae_accuracy: 0.8316 - val_loss: 15.8114 - val_vae_accuracy: 0.9414 Epoch 3198/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.3216 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2959 - vae_accuracy: 0.8318 - val_loss: 15.6616 - val_vae_accuracy: 0.9417 Epoch 3199/4000 9000/13600 [==================>...........] - ETA: 0s - loss: 24.3243 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2398 - vae_accuracy: 0.8317 - val_loss: 15.7363 - val_vae_accuracy: 0.9414 Epoch 3200/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3497 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2358 - vae_accuracy: 0.8317 - val_loss: 15.5660 - val_vae_accuracy: 0.9417 Epoch 3201/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3580 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3000 - vae_accuracy: 0.8316 - val_loss: 15.8827 - val_vae_accuracy: 0.9411 Epoch 3202/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.3385 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3361 - vae_accuracy: 0.8315 - val_loss: 15.8989 - val_vae_accuracy: 0.9410 Epoch 3203/4000 11900/13600 [=========================>....] - ETA: 0s - loss: 24.2663 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2902 - vae_accuracy: 0.8314 - val_loss: 15.8002 - val_vae_accuracy: 0.9410 Epoch 3204/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.2976 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3050 - vae_accuracy: 0.8315 - val_loss: 15.7757 - val_vae_accuracy: 0.9413 Epoch 3205/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2479 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2579 - vae_accuracy: 0.8317 - val_loss: 15.7764 - val_vae_accuracy: 0.9412 Epoch 3206/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1646 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2758 - vae_accuracy: 0.8315 - val_loss: 16.0697 - val_vae_accuracy: 0.9405 Epoch 3207/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2193 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2636 - vae_accuracy: 0.8315 - val_loss: 15.7101 - val_vae_accuracy: 0.9414 Epoch 3208/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2154 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2874 - vae_accuracy: 0.8315 - val_loss: 15.8179 - val_vae_accuracy: 0.9412 Epoch 3209/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.2103 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2642 - vae_accuracy: 0.8316 - val_loss: 15.7572 - val_vae_accuracy: 0.9415 Epoch 3210/4000 11700/13600 [========================>.....] - ETA: 0s - loss: 24.3433 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2913 - vae_accuracy: 0.8317 - val_loss: 15.7416 - val_vae_accuracy: 0.9414 Epoch 3211/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2274 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2376 - vae_accuracy: 0.8316 - val_loss: 15.6234 - val_vae_accuracy: 0.9415 Epoch 3212/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.2769 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2108 - vae_accuracy: 0.8317 - val_loss: 15.6940 - val_vae_accuracy: 0.9414 Epoch 3213/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.2953 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2786 - vae_accuracy: 0.8315 - val_loss: 15.8195 - val_vae_accuracy: 0.9411 Epoch 3214/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2041 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2624 - vae_accuracy: 0.8317 - val_loss: 15.7545 - val_vae_accuracy: 0.9413 Epoch 3215/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2435 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2407 - vae_accuracy: 0.8316 - val_loss: 15.5285 - val_vae_accuracy: 0.9417 Epoch 3216/4000 12000/13600 [=========================>....] - ETA: 0s - loss: 24.3848 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2816 - vae_accuracy: 0.8315 - val_loss: 15.6507 - val_vae_accuracy: 0.9415 Epoch 3217/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.1594 - vae_accuracy: 0.8326WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2467 - vae_accuracy: 0.8317 - val_loss: 15.8414 - val_vae_accuracy: 0.9412 Epoch 3218/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2790 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2317 - vae_accuracy: 0.8317 - val_loss: 15.6433 - val_vae_accuracy: 0.9417 Epoch 3219/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.4603 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2810 - vae_accuracy: 0.8317 - val_loss: 15.5466 - val_vae_accuracy: 0.9418 Epoch 3220/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.1623 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2624 - vae_accuracy: 0.8318 - val_loss: 15.5714 - val_vae_accuracy: 0.9419 Epoch 3221/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2117 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2554 - vae_accuracy: 0.8318 - val_loss: 15.7183 - val_vae_accuracy: 0.9416 Epoch 3222/4000 10100/13600 [=====================>........] - ETA: 0s - loss: 24.2495 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2779 - vae_accuracy: 0.8317 - val_loss: 15.9627 - val_vae_accuracy: 0.9413 Epoch 3223/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2413 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2608 - vae_accuracy: 0.8318 - val_loss: 15.7111 - val_vae_accuracy: 0.9415 Epoch 3224/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2243 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2611 - vae_accuracy: 0.8318 - val_loss: 15.7938 - val_vae_accuracy: 0.9415 Epoch 3225/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2117 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2605 - vae_accuracy: 0.8317 - val_loss: 15.7196 - val_vae_accuracy: 0.9416 Epoch 3226/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3346 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2673 - vae_accuracy: 0.8317 - val_loss: 15.7680 - val_vae_accuracy: 0.9413 Epoch 3227/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.1775 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2475 - vae_accuracy: 0.8316 - val_loss: 15.7933 - val_vae_accuracy: 0.9413 Epoch 3228/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1371 - vae_accuracy: 0.8329WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2599 - vae_accuracy: 0.8317 - val_loss: 15.8555 - val_vae_accuracy: 0.9412 Epoch 3229/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.1131 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2609 - vae_accuracy: 0.8316 - val_loss: 15.6474 - val_vae_accuracy: 0.9415 Epoch 3230/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.6087 - vae_accuracy: 0.8299WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2828 - vae_accuracy: 0.8316 - val_loss: 15.6693 - val_vae_accuracy: 0.9415 Epoch 3231/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.2320 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2267 - vae_accuracy: 0.8317 - val_loss: 15.7766 - val_vae_accuracy: 0.9414 Epoch 3232/4000 10100/13600 [=====================>........] - ETA: 0s - loss: 24.3074 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2663 - vae_accuracy: 0.8316 - val_loss: 15.8553 - val_vae_accuracy: 0.9411 Epoch 3233/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.1887 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2541 - vae_accuracy: 0.8316 - val_loss: 15.9135 - val_vae_accuracy: 0.9411 Epoch 3234/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2761 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2471 - vae_accuracy: 0.8317 - val_loss: 15.7416 - val_vae_accuracy: 0.9414 Epoch 3235/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2334 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2589 - vae_accuracy: 0.8317 - val_loss: 15.7082 - val_vae_accuracy: 0.9416 Epoch 3236/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.3827 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2851 - vae_accuracy: 0.8318 - val_loss: 15.8552 - val_vae_accuracy: 0.9413 Epoch 3237/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.1586 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2430 - vae_accuracy: 0.8317 - val_loss: 15.7313 - val_vae_accuracy: 0.9414 Epoch 3238/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3498 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2696 - vae_accuracy: 0.8317 - val_loss: 15.6099 - val_vae_accuracy: 0.9417 Epoch 3239/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.3960 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2340 - vae_accuracy: 0.8317 - val_loss: 15.7773 - val_vae_accuracy: 0.9414 Epoch 3240/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.0308 - vae_accuracy: 0.8326WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2477 - vae_accuracy: 0.8316 - val_loss: 15.7679 - val_vae_accuracy: 0.9412 Epoch 3241/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2253 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2251 - vae_accuracy: 0.8316 - val_loss: 15.8618 - val_vae_accuracy: 0.9411 Epoch 3242/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.1941 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2662 - vae_accuracy: 0.8317 - val_loss: 15.6323 - val_vae_accuracy: 0.9416 Epoch 3243/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3583 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2693 - vae_accuracy: 0.8316 - val_loss: 15.8143 - val_vae_accuracy: 0.9413 Epoch 3244/4000 10100/13600 [=====================>........] - ETA: 0s - loss: 24.1844 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2293 - vae_accuracy: 0.8317 - val_loss: 15.5522 - val_vae_accuracy: 0.9418 Epoch 3245/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2594 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2617 - vae_accuracy: 0.8317 - val_loss: 15.8270 - val_vae_accuracy: 0.9412 Epoch 3246/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.1903 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2694 - vae_accuracy: 0.8316 - val_loss: 15.7292 - val_vae_accuracy: 0.9413 Epoch 3247/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.4097 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2967 - vae_accuracy: 0.8315 - val_loss: 15.7465 - val_vae_accuracy: 0.9415 Epoch 3248/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.1576 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2386 - vae_accuracy: 0.8317 - val_loss: 15.8174 - val_vae_accuracy: 0.9411 Epoch 3249/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2366 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2386 - vae_accuracy: 0.8317 - val_loss: 15.9549 - val_vae_accuracy: 0.9411 Epoch 3250/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3263 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2382 - vae_accuracy: 0.8317 - val_loss: 15.8274 - val_vae_accuracy: 0.9412 Epoch 3251/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3196 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2405 - vae_accuracy: 0.8316 - val_loss: 15.8616 - val_vae_accuracy: 0.9410 Epoch 3252/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.3199 - vae_accuracy: 0.8307WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2506 - vae_accuracy: 0.8316 - val_loss: 15.6725 - val_vae_accuracy: 0.9415 Epoch 3253/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2539 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2539 - vae_accuracy: 0.8317 - val_loss: 15.7349 - val_vae_accuracy: 0.9415 Epoch 3254/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2265 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2353 - vae_accuracy: 0.8316 - val_loss: 15.7873 - val_vae_accuracy: 0.9413 Epoch 3255/4000 11500/13600 [========================>.....] - ETA: 0s - loss: 24.3120 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2550 - vae_accuracy: 0.8315 - val_loss: 15.7035 - val_vae_accuracy: 0.9413 Epoch 3256/4000 8800/13600 [==================>...........] - ETA: 0s - loss: 24.1154 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2793 - vae_accuracy: 0.8314 - val_loss: 15.7101 - val_vae_accuracy: 0.9414 Epoch 3257/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.1993 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2682 - vae_accuracy: 0.8317 - val_loss: 15.8654 - val_vae_accuracy: 0.9413 Epoch 3258/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.0609 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2743 - vae_accuracy: 0.8318 - val_loss: 15.6376 - val_vae_accuracy: 0.9417 Epoch 3259/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2964 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2180 - vae_accuracy: 0.8317 - val_loss: 15.7384 - val_vae_accuracy: 0.9416 Epoch 3260/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2681 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2923 - vae_accuracy: 0.8316 - val_loss: 15.8441 - val_vae_accuracy: 0.9414 Epoch 3261/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.2249 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2499 - vae_accuracy: 0.8318 - val_loss: 15.8074 - val_vae_accuracy: 0.9414 Epoch 3262/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.2810 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2244 - vae_accuracy: 0.8318 - val_loss: 15.5879 - val_vae_accuracy: 0.9417 Epoch 3263/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.3002 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2664 - vae_accuracy: 0.8316 - val_loss: 15.7016 - val_vae_accuracy: 0.9415 Epoch 3264/4000 11200/13600 [=======================>......] - ETA: 0s - loss: 24.2138 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2983 - vae_accuracy: 0.8315 - val_loss: 15.6634 - val_vae_accuracy: 0.9416 Epoch 3265/4000 11500/13600 [========================>.....] - ETA: 0s - loss: 24.3170 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2524 - vae_accuracy: 0.8317 - val_loss: 15.7766 - val_vae_accuracy: 0.9414 Epoch 3266/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.2529 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2522 - vae_accuracy: 0.8317 - val_loss: 15.7955 - val_vae_accuracy: 0.9413 Epoch 3267/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2394 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2302 - vae_accuracy: 0.8316 - val_loss: 15.6871 - val_vae_accuracy: 0.9414 Epoch 3268/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2979 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3160 - vae_accuracy: 0.8314 - val_loss: 15.7222 - val_vae_accuracy: 0.9414 Epoch 3269/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3195 - vae_accuracy: 0.8306WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2791 - vae_accuracy: 0.8317 - val_loss: 15.6850 - val_vae_accuracy: 0.9417 Epoch 3270/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.1511 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2317 - vae_accuracy: 0.8317 - val_loss: 15.8047 - val_vae_accuracy: 0.9413 Epoch 3271/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2360 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2360 - vae_accuracy: 0.8316 - val_loss: 15.6914 - val_vae_accuracy: 0.9416 Epoch 3272/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2374 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2374 - vae_accuracy: 0.8317 - val_loss: 15.6412 - val_vae_accuracy: 0.9416 Epoch 3273/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2558 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2524 - vae_accuracy: 0.8316 - val_loss: 15.7712 - val_vae_accuracy: 0.9414 Epoch 3274/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.1689 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2582 - vae_accuracy: 0.8317 - val_loss: 15.6746 - val_vae_accuracy: 0.9416 Epoch 3275/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2868 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2968 - vae_accuracy: 0.8316 - val_loss: 15.7715 - val_vae_accuracy: 0.9413 Epoch 3276/4000 11900/13600 [=========================>....] - ETA: 0s - loss: 24.2558 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2836 - vae_accuracy: 0.8317 - val_loss: 15.7757 - val_vae_accuracy: 0.9415 Epoch 3277/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2157 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2479 - vae_accuracy: 0.8317 - val_loss: 15.7613 - val_vae_accuracy: 0.9416 Epoch 3278/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.4067 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2710 - vae_accuracy: 0.8318 - val_loss: 15.6842 - val_vae_accuracy: 0.9416 Epoch 3279/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2480 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2454 - vae_accuracy: 0.8317 - val_loss: 15.8134 - val_vae_accuracy: 0.9414 Epoch 3280/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.1601 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2597 - vae_accuracy: 0.8317 - val_loss: 15.8148 - val_vae_accuracy: 0.9413 Epoch 3281/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2512 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2800 - vae_accuracy: 0.8315 - val_loss: 15.8327 - val_vae_accuracy: 0.9412 Epoch 3282/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2601 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2557 - vae_accuracy: 0.8316 - val_loss: 15.7327 - val_vae_accuracy: 0.9415 Epoch 3283/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.1265 - vae_accuracy: 0.8333WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2974 - vae_accuracy: 0.8316 - val_loss: 15.7413 - val_vae_accuracy: 0.9416 Epoch 3284/4000 11800/13600 [=========================>....] - ETA: 0s - loss: 24.4118 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.3042 - vae_accuracy: 0.8316 - val_loss: 15.7747 - val_vae_accuracy: 0.9415 Epoch 3285/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.2803 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2684 - vae_accuracy: 0.8316 - val_loss: 15.7714 - val_vae_accuracy: 0.9414 Epoch 3286/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.3858 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2410 - vae_accuracy: 0.8316 - val_loss: 15.6490 - val_vae_accuracy: 0.9417 Epoch 3287/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2793 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2629 - vae_accuracy: 0.8317 - val_loss: 15.6912 - val_vae_accuracy: 0.9416 Epoch 3288/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.2784 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2645 - vae_accuracy: 0.8318 - val_loss: 15.7958 - val_vae_accuracy: 0.9415 Epoch 3289/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2763 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2897 - vae_accuracy: 0.8318 - val_loss: 15.7709 - val_vae_accuracy: 0.9416 Epoch 3290/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2505 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2940 - vae_accuracy: 0.8317 - val_loss: 15.7552 - val_vae_accuracy: 0.9415 Epoch 3291/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2173 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2422 - vae_accuracy: 0.8317 - val_loss: 15.7343 - val_vae_accuracy: 0.9415 Epoch 3292/4000 11600/13600 [========================>.....] - ETA: 0s - loss: 24.2592 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2610 - vae_accuracy: 0.8316 - val_loss: 15.6242 - val_vae_accuracy: 0.9415 Epoch 3293/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2412 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2778 - vae_accuracy: 0.8315 - val_loss: 15.8131 - val_vae_accuracy: 0.9413 Epoch 3294/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2531 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2605 - vae_accuracy: 0.8316 - val_loss: 15.7762 - val_vae_accuracy: 0.9414 Epoch 3295/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2881 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2881 - vae_accuracy: 0.8316 - val_loss: 15.7828 - val_vae_accuracy: 0.9414 Epoch 3296/4000 11600/13600 [========================>.....] - ETA: 0s - loss: 24.3842 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2986 - vae_accuracy: 0.8316 - val_loss: 15.6827 - val_vae_accuracy: 0.9416 Epoch 3297/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2427 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2770 - vae_accuracy: 0.8316 - val_loss: 15.5680 - val_vae_accuracy: 0.9417 Epoch 3298/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2588 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2769 - vae_accuracy: 0.8316 - val_loss: 15.7757 - val_vae_accuracy: 0.9414 Epoch 3299/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2908 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2303 - vae_accuracy: 0.8317 - val_loss: 15.6156 - val_vae_accuracy: 0.9417 Epoch 3300/4000 11300/13600 [=======================>......] - ETA: 0s - loss: 24.2615 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2180 - vae_accuracy: 0.8317 - val_loss: 15.8540 - val_vae_accuracy: 0.9412 Epoch 3301/4000 10500/13600 [======================>.......] - ETA: 0s - loss: 24.2948 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 15us/sample - loss: 24.2521 - vae_accuracy: 0.8316 - val_loss: 15.8800 - val_vae_accuracy: 0.9412 Epoch 3302/4000 11000/13600 [=======================>......] - ETA: 0s - loss: 24.1182 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2337 - vae_accuracy: 0.8317 - val_loss: 15.7904 - val_vae_accuracy: 0.9414 Epoch 3303/4000 11400/13600 [========================>.....] - ETA: 0s - loss: 24.2918 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2449 - vae_accuracy: 0.8317 - val_loss: 15.7029 - val_vae_accuracy: 0.9416 Epoch 3304/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3412 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2897 - vae_accuracy: 0.8316 - val_loss: 15.7201 - val_vae_accuracy: 0.9416 Epoch 3305/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.1980 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2176 - vae_accuracy: 0.8317 - val_loss: 15.8392 - val_vae_accuracy: 0.9412 Epoch 3306/4000 11700/13600 [========================>.....] - ETA: 0s - loss: 24.1663 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2791 - vae_accuracy: 0.8316 - val_loss: 15.7547 - val_vae_accuracy: 0.9415 Epoch 3307/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.1460 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2356 - vae_accuracy: 0.8316 - val_loss: 15.7120 - val_vae_accuracy: 0.9413 Epoch 3308/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.3022 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2151 - vae_accuracy: 0.8317 - val_loss: 15.8020 - val_vae_accuracy: 0.9415 Epoch 3309/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.2526 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2908 - vae_accuracy: 0.8317 - val_loss: 15.7116 - val_vae_accuracy: 0.9417 Epoch 3310/4000 11900/13600 [=========================>....] - ETA: 0s - loss: 24.2712 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2857 - vae_accuracy: 0.8316 - val_loss: 15.7387 - val_vae_accuracy: 0.9416 Epoch 3311/4000 11700/13600 [========================>.....] - ETA: 0s - loss: 24.3579 - vae_accuracy: 0.8307WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2909 - vae_accuracy: 0.8316 - val_loss: 15.8248 - val_vae_accuracy: 0.9414 Epoch 3312/4000 11600/13600 [========================>.....] - ETA: 0s - loss: 24.1577 - vae_accuracy: 0.8326WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2718 - vae_accuracy: 0.8317 - val_loss: 15.7358 - val_vae_accuracy: 0.9416 Epoch 3313/4000 11300/13600 [=======================>......] - ETA: 0s - loss: 24.2290 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2785 - vae_accuracy: 0.8316 - val_loss: 15.8226 - val_vae_accuracy: 0.9414 Epoch 3314/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.1785 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2238 - vae_accuracy: 0.8317 - val_loss: 15.9769 - val_vae_accuracy: 0.9410 Epoch 3315/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2629 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2777 - vae_accuracy: 0.8317 - val_loss: 15.7251 - val_vae_accuracy: 0.9416 Epoch 3316/4000 11500/13600 [========================>.....] - ETA: 0s - loss: 24.1725 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2764 - vae_accuracy: 0.8317 - val_loss: 15.8056 - val_vae_accuracy: 0.9414 Epoch 3317/4000 11600/13600 [========================>.....] - ETA: 0s - loss: 24.2394 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2568 - vae_accuracy: 0.8317 - val_loss: 15.8521 - val_vae_accuracy: 0.9413 Epoch 3318/4000 11100/13600 [=======================>......] - ETA: 0s - loss: 24.1946 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2611 - vae_accuracy: 0.8317 - val_loss: 15.7679 - val_vae_accuracy: 0.9415 Epoch 3319/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2563 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2341 - vae_accuracy: 0.8317 - val_loss: 15.7086 - val_vae_accuracy: 0.9416 Epoch 3320/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2452 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2593 - vae_accuracy: 0.8316 - val_loss: 15.7065 - val_vae_accuracy: 0.9415 Epoch 3321/4000 10400/13600 [=====================>........] - ETA: 0s - loss: 24.2766 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 15us/sample - loss: 24.2636 - vae_accuracy: 0.8316 - val_loss: 15.6350 - val_vae_accuracy: 0.9417 Epoch 3322/4000 11400/13600 [========================>.....] - ETA: 0s - loss: 24.1839 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2449 - vae_accuracy: 0.8317 - val_loss: 15.7018 - val_vae_accuracy: 0.9416 Epoch 3323/4000 11000/13600 [=======================>......] - ETA: 0s - loss: 24.1153 - vae_accuracy: 0.8326WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2272 - vae_accuracy: 0.8318 - val_loss: 15.6991 - val_vae_accuracy: 0.9416 Epoch 3324/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.2442 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2349 - vae_accuracy: 0.8317 - val_loss: 15.7794 - val_vae_accuracy: 0.9414 Epoch 3325/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.2878 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2388 - vae_accuracy: 0.8316 - val_loss: 15.6416 - val_vae_accuracy: 0.9416 Epoch 3326/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.0175 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2706 - vae_accuracy: 0.8316 - val_loss: 15.6846 - val_vae_accuracy: 0.9417 Epoch 3327/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2896 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2568 - vae_accuracy: 0.8317 - val_loss: 15.8348 - val_vae_accuracy: 0.9414 Epoch 3328/4000 10700/13600 [======================>.......] - ETA: 0s - loss: 24.2228 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2643 - vae_accuracy: 0.8317 - val_loss: 15.7651 - val_vae_accuracy: 0.9415 Epoch 3329/4000 11200/13600 [=======================>......] - ETA: 0s - loss: 24.2038 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2641 - vae_accuracy: 0.8316 - val_loss: 15.7193 - val_vae_accuracy: 0.9415 Epoch 3330/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2731 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2561 - vae_accuracy: 0.8317 - val_loss: 15.7705 - val_vae_accuracy: 0.9415 Epoch 3331/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2680 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2588 - vae_accuracy: 0.8316 - val_loss: 15.8729 - val_vae_accuracy: 0.9413 Epoch 3332/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.2910 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2882 - vae_accuracy: 0.8318 - val_loss: 15.8213 - val_vae_accuracy: 0.9416 Epoch 3333/4000 11500/13600 [========================>.....] - ETA: 0s - loss: 24.3864 - vae_accuracy: 0.8305WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2767 - vae_accuracy: 0.8317 - val_loss: 15.9276 - val_vae_accuracy: 0.9412 Epoch 3334/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2380 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2735 - vae_accuracy: 0.8318 - val_loss: 15.8548 - val_vae_accuracy: 0.9415 Epoch 3335/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2967 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2779 - vae_accuracy: 0.8318 - val_loss: 15.8248 - val_vae_accuracy: 0.9414 Epoch 3336/4000 11800/13600 [=========================>....] - ETA: 0s - loss: 24.3229 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2843 - vae_accuracy: 0.8317 - val_loss: 15.8265 - val_vae_accuracy: 0.9414 Epoch 3337/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.3034 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3116 - vae_accuracy: 0.8316 - val_loss: 15.8480 - val_vae_accuracy: 0.9416 Epoch 3338/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.1488 - vae_accuracy: 0.8326WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3179 - vae_accuracy: 0.8315 - val_loss: 15.8618 - val_vae_accuracy: 0.9415 Epoch 3339/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2563 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2786 - vae_accuracy: 0.8316 - val_loss: 15.8399 - val_vae_accuracy: 0.9415 Epoch 3340/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1295 - vae_accuracy: 0.8329WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2813 - vae_accuracy: 0.8317 - val_loss: 15.7129 - val_vae_accuracy: 0.9416 Epoch 3341/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.1432 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2339 - vae_accuracy: 0.8317 - val_loss: 15.7421 - val_vae_accuracy: 0.9415 Epoch 3342/4000 11600/13600 [========================>.....] - ETA: 0s - loss: 24.2791 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2512 - vae_accuracy: 0.8317 - val_loss: 15.7028 - val_vae_accuracy: 0.9417 Epoch 3343/4000 11800/13600 [=========================>....] - ETA: 0s - loss: 24.2903 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2795 - vae_accuracy: 0.8316 - val_loss: 15.7194 - val_vae_accuracy: 0.9416 Epoch 3344/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2416 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2506 - vae_accuracy: 0.8316 - val_loss: 15.7724 - val_vae_accuracy: 0.9412 Epoch 3345/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2730 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2958 - vae_accuracy: 0.8316 - val_loss: 15.8838 - val_vae_accuracy: 0.9412 Epoch 3346/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.1993 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2813 - vae_accuracy: 0.8316 - val_loss: 15.7316 - val_vae_accuracy: 0.9415 Epoch 3347/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.0565 - vae_accuracy: 0.8334WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2580 - vae_accuracy: 0.8316 - val_loss: 15.6830 - val_vae_accuracy: 0.9415 Epoch 3348/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.4093 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3008 - vae_accuracy: 0.8316 - val_loss: 15.7333 - val_vae_accuracy: 0.9414 Epoch 3349/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.1923 - vae_accuracy: 0.8330WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3191 - vae_accuracy: 0.8315 - val_loss: 15.8430 - val_vae_accuracy: 0.9411 Epoch 3350/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2624 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2821 - vae_accuracy: 0.8316 - val_loss: 15.7574 - val_vae_accuracy: 0.9414 Epoch 3351/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.3943 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2602 - vae_accuracy: 0.8316 - val_loss: 15.8076 - val_vae_accuracy: 0.9413 Epoch 3352/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.1870 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2438 - vae_accuracy: 0.8317 - val_loss: 15.7537 - val_vae_accuracy: 0.9416 Epoch 3353/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2539 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2539 - vae_accuracy: 0.8317 - val_loss: 15.8025 - val_vae_accuracy: 0.9415 Epoch 3354/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.2967 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2916 - vae_accuracy: 0.8316 - val_loss: 15.7470 - val_vae_accuracy: 0.9417 Epoch 3355/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2673 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2642 - vae_accuracy: 0.8317 - val_loss: 15.9265 - val_vae_accuracy: 0.9411 Epoch 3356/4000 10200/13600 [=====================>........] - ETA: 0s - loss: 24.2935 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2665 - vae_accuracy: 0.8317 - val_loss: 15.5601 - val_vae_accuracy: 0.9419 Epoch 3357/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2754 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2994 - vae_accuracy: 0.8316 - val_loss: 15.8178 - val_vae_accuracy: 0.9412 Epoch 3358/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.3074 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2645 - vae_accuracy: 0.8316 - val_loss: 15.6903 - val_vae_accuracy: 0.9415 Epoch 3359/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1735 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2593 - vae_accuracy: 0.8317 - val_loss: 15.5744 - val_vae_accuracy: 0.9417 Epoch 3360/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3328 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2527 - vae_accuracy: 0.8317 - val_loss: 15.6106 - val_vae_accuracy: 0.9417 Epoch 3361/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2961 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2622 - vae_accuracy: 0.8316 - val_loss: 15.7271 - val_vae_accuracy: 0.9414 Epoch 3362/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.4179 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2730 - vae_accuracy: 0.8317 - val_loss: 15.7612 - val_vae_accuracy: 0.9415 Epoch 3363/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.3011 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2769 - vae_accuracy: 0.8317 - val_loss: 15.9119 - val_vae_accuracy: 0.9412 Epoch 3364/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3928 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2662 - vae_accuracy: 0.8316 - val_loss: 15.6660 - val_vae_accuracy: 0.9416 Epoch 3365/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3128 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2757 - vae_accuracy: 0.8315 - val_loss: 15.6569 - val_vae_accuracy: 0.9417 Epoch 3366/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.3484 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2346 - vae_accuracy: 0.8317 - val_loss: 15.6621 - val_vae_accuracy: 0.9417 Epoch 3367/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.5268 - vae_accuracy: 0.8304WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2534 - vae_accuracy: 0.8317 - val_loss: 15.7393 - val_vae_accuracy: 0.9416 Epoch 3368/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2300 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2768 - vae_accuracy: 0.8316 - val_loss: 15.7573 - val_vae_accuracy: 0.9414 Epoch 3369/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.1291 - vae_accuracy: 0.8327WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2790 - vae_accuracy: 0.8316 - val_loss: 15.7562 - val_vae_accuracy: 0.9416 Epoch 3370/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2781 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2594 - vae_accuracy: 0.8316 - val_loss: 15.8233 - val_vae_accuracy: 0.9413 Epoch 3371/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.3845 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2883 - vae_accuracy: 0.8316 - val_loss: 15.9076 - val_vae_accuracy: 0.9411 Epoch 3372/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2215 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2891 - vae_accuracy: 0.8317 - val_loss: 15.6650 - val_vae_accuracy: 0.9417 Epoch 3373/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3318 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2513 - vae_accuracy: 0.8317 - val_loss: 15.5663 - val_vae_accuracy: 0.9418 Epoch 3374/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2944 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2690 - vae_accuracy: 0.8317 - val_loss: 15.7898 - val_vae_accuracy: 0.9415 Epoch 3375/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3429 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2894 - vae_accuracy: 0.8315 - val_loss: 15.7510 - val_vae_accuracy: 0.9414 Epoch 3376/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3015 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2939 - vae_accuracy: 0.8317 - val_loss: 15.8630 - val_vae_accuracy: 0.9412 Epoch 3377/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2639 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2639 - vae_accuracy: 0.8316 - val_loss: 15.7765 - val_vae_accuracy: 0.9413 Epoch 3378/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2712 - vae_accuracy: 0.8330WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2443 - vae_accuracy: 0.8316 - val_loss: 16.0729 - val_vae_accuracy: 0.9408 Epoch 3379/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.3638 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3024 - vae_accuracy: 0.8315 - val_loss: 15.6578 - val_vae_accuracy: 0.9416 Epoch 3380/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.1933 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2595 - vae_accuracy: 0.8317 - val_loss: 15.7205 - val_vae_accuracy: 0.9414 Epoch 3381/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2800 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2626 - vae_accuracy: 0.8317 - val_loss: 15.5915 - val_vae_accuracy: 0.9417 Epoch 3382/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2776 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2625 - vae_accuracy: 0.8317 - val_loss: 15.6693 - val_vae_accuracy: 0.9417 Epoch 3383/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.4322 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2434 - vae_accuracy: 0.8317 - val_loss: 15.6737 - val_vae_accuracy: 0.9415 Epoch 3384/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.2351 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 15us/sample - loss: 24.2415 - vae_accuracy: 0.8316 - val_loss: 15.7729 - val_vae_accuracy: 0.9414 Epoch 3385/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.1558 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2887 - vae_accuracy: 0.8317 - val_loss: 15.7016 - val_vae_accuracy: 0.9416 Epoch 3386/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2342 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3083 - vae_accuracy: 0.8317 - val_loss: 15.7528 - val_vae_accuracy: 0.9415 Epoch 3387/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.0311 - vae_accuracy: 0.8335WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2885 - vae_accuracy: 0.8316 - val_loss: 15.7870 - val_vae_accuracy: 0.9413 Epoch 3388/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1274 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2318 - vae_accuracy: 0.8317 - val_loss: 15.5470 - val_vae_accuracy: 0.9417 Epoch 3389/4000 11100/13600 [=======================>......] - ETA: 0s - loss: 24.3039 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2839 - vae_accuracy: 0.8316 - val_loss: 15.7944 - val_vae_accuracy: 0.9413 Epoch 3390/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.3588 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3160 - vae_accuracy: 0.8316 - val_loss: 15.7995 - val_vae_accuracy: 0.9415 Epoch 3391/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2092 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2708 - vae_accuracy: 0.8317 - val_loss: 15.8737 - val_vae_accuracy: 0.9413 Epoch 3392/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2746 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2477 - vae_accuracy: 0.8317 - val_loss: 15.7051 - val_vae_accuracy: 0.9415 Epoch 3393/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2809 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2796 - vae_accuracy: 0.8317 - val_loss: 15.8021 - val_vae_accuracy: 0.9415 Epoch 3394/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2812 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2633 - vae_accuracy: 0.8317 - val_loss: 15.7388 - val_vae_accuracy: 0.9415 Epoch 3395/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.1968 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 16us/sample - loss: 24.2099 - vae_accuracy: 0.8316 - val_loss: 15.9413 - val_vae_accuracy: 0.9411 Epoch 3396/4000 10700/13600 [======================>.......] - ETA: 0s - loss: 24.3202 - vae_accuracy: 0.8327WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 16us/sample - loss: 24.2287 - vae_accuracy: 0.8317 - val_loss: 15.8109 - val_vae_accuracy: 0.9413 Epoch 3397/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3130 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 16us/sample - loss: 24.2812 - vae_accuracy: 0.8316 - val_loss: 15.7687 - val_vae_accuracy: 0.9416 Epoch 3398/4000 10300/13600 [=====================>........] - ETA: 0s - loss: 24.2293 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 15us/sample - loss: 24.2748 - vae_accuracy: 0.8316 - val_loss: 15.7775 - val_vae_accuracy: 0.9414 Epoch 3399/4000 10900/13600 [=======================>......] - ETA: 0s - loss: 24.2249 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 15us/sample - loss: 24.2564 - vae_accuracy: 0.8316 - val_loss: 15.8777 - val_vae_accuracy: 0.9413 Epoch 3400/4000 11600/13600 [========================>.....] - ETA: 0s - loss: 24.2773 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2665 - vae_accuracy: 0.8316 - val_loss: 15.7854 - val_vae_accuracy: 0.9415 Epoch 3401/4000 10400/13600 [=====================>........] - ETA: 0s - loss: 24.3904 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 15us/sample - loss: 24.2841 - vae_accuracy: 0.8317 - val_loss: 15.7404 - val_vae_accuracy: 0.9416 Epoch 3402/4000 10500/13600 [======================>.......] - ETA: 0s - loss: 24.3035 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2933 - vae_accuracy: 0.8317 - val_loss: 15.8072 - val_vae_accuracy: 0.9414 Epoch 3403/4000 11900/13600 [=========================>....] - ETA: 0s - loss: 24.3027 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2739 - vae_accuracy: 0.8317 - val_loss: 15.9848 - val_vae_accuracy: 0.9408 Epoch 3404/4000 11300/13600 [=======================>......] - ETA: 0s - loss: 24.3363 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2483 - vae_accuracy: 0.8317 - val_loss: 15.8594 - val_vae_accuracy: 0.9413 Epoch 3405/4000 10600/13600 [======================>.......] - ETA: 0s - loss: 24.3932 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 15us/sample - loss: 24.2934 - vae_accuracy: 0.8316 - val_loss: 15.6476 - val_vae_accuracy: 0.9417 Epoch 3406/4000 11300/13600 [=======================>......] - ETA: 0s - loss: 24.3191 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2837 - vae_accuracy: 0.8317 - val_loss: 15.7418 - val_vae_accuracy: 0.9415 Epoch 3407/4000 11600/13600 [========================>.....] - ETA: 0s - loss: 24.3141 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.3487 - vae_accuracy: 0.8316 - val_loss: 15.9288 - val_vae_accuracy: 0.9413 Epoch 3408/4000 11600/13600 [========================>.....] - ETA: 0s - loss: 24.4285 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2921 - vae_accuracy: 0.8318 - val_loss: 15.9871 - val_vae_accuracy: 0.9410 Epoch 3409/4000 12200/13600 [=========================>....] - ETA: 0s - loss: 24.1922 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2663 - vae_accuracy: 0.8316 - val_loss: 15.6682 - val_vae_accuracy: 0.9415 Epoch 3410/4000 11900/13600 [=========================>....] - ETA: 0s - loss: 24.2171 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2716 - vae_accuracy: 0.8317 - val_loss: 15.6945 - val_vae_accuracy: 0.9416 Epoch 3411/4000 11300/13600 [=======================>......] - ETA: 0s - loss: 24.3194 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2798 - vae_accuracy: 0.8316 - val_loss: 15.9882 - val_vae_accuracy: 0.9408 Epoch 3412/4000 12000/13600 [=========================>....] - ETA: 0s - loss: 24.3151 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2529 - vae_accuracy: 0.8316 - val_loss: 15.7604 - val_vae_accuracy: 0.9414 Epoch 3413/4000 11700/13600 [========================>.....] - ETA: 0s - loss: 24.3294 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2809 - vae_accuracy: 0.8317 - val_loss: 15.8307 - val_vae_accuracy: 0.9416 Epoch 3414/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.3078 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2956 - vae_accuracy: 0.8318 - val_loss: 15.7394 - val_vae_accuracy: 0.9416 Epoch 3415/4000 10100/13600 [=====================>........] - ETA: 0s - loss: 24.3104 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 15us/sample - loss: 24.2418 - vae_accuracy: 0.8318 - val_loss: 15.8125 - val_vae_accuracy: 0.9414 Epoch 3416/4000 11600/13600 [========================>.....] - ETA: 0s - loss: 24.3628 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.3236 - vae_accuracy: 0.8317 - val_loss: 15.6998 - val_vae_accuracy: 0.9416 Epoch 3417/4000 11500/13600 [========================>.....] - ETA: 0s - loss: 24.2212 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2579 - vae_accuracy: 0.8318 - val_loss: 15.7365 - val_vae_accuracy: 0.9416 Epoch 3418/4000 11100/13600 [=======================>......] - ETA: 0s - loss: 24.2981 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.3214 - vae_accuracy: 0.8317 - val_loss: 15.6779 - val_vae_accuracy: 0.9416 Epoch 3419/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.2785 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2841 - vae_accuracy: 0.8316 - val_loss: 15.7718 - val_vae_accuracy: 0.9415 Epoch 3420/4000 10700/13600 [======================>.......] - ETA: 0s - loss: 24.2653 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 15us/sample - loss: 24.2803 - vae_accuracy: 0.8316 - val_loss: 15.7735 - val_vae_accuracy: 0.9416 Epoch 3421/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2763 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 16us/sample - loss: 24.2695 - vae_accuracy: 0.8316 - val_loss: 15.8581 - val_vae_accuracy: 0.9413 Epoch 3422/4000 12000/13600 [=========================>....] - ETA: 0s - loss: 24.3162 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2942 - vae_accuracy: 0.8315 - val_loss: 15.7835 - val_vae_accuracy: 0.9414 Epoch 3423/4000 11500/13600 [========================>.....] - ETA: 0s - loss: 24.3317 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2779 - vae_accuracy: 0.8315 - val_loss: 15.7987 - val_vae_accuracy: 0.9414 Epoch 3424/4000 11400/13600 [========================>.....] - ETA: 0s - loss: 24.3246 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2644 - vae_accuracy: 0.8317 - val_loss: 15.7194 - val_vae_accuracy: 0.9417 Epoch 3425/4000 11800/13600 [=========================>....] - ETA: 0s - loss: 24.2425 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2738 - vae_accuracy: 0.8317 - val_loss: 15.6652 - val_vae_accuracy: 0.9418 Epoch 3426/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.2551 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2590 - vae_accuracy: 0.8318 - val_loss: 15.7537 - val_vae_accuracy: 0.9416 Epoch 3427/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3285 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2696 - vae_accuracy: 0.8317 - val_loss: 15.7870 - val_vae_accuracy: 0.9415 Epoch 3428/4000 11600/13600 [========================>.....] - ETA: 0s - loss: 24.2168 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2856 - vae_accuracy: 0.8316 - val_loss: 16.0390 - val_vae_accuracy: 0.9410 Epoch 3429/4000 10600/13600 [======================>.......] - ETA: 0s - loss: 24.2497 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 15us/sample - loss: 24.2898 - vae_accuracy: 0.8317 - val_loss: 15.8096 - val_vae_accuracy: 0.9415 Epoch 3430/4000 11300/13600 [=======================>......] - ETA: 0s - loss: 24.1323 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2720 - vae_accuracy: 0.8317 - val_loss: 15.6741 - val_vae_accuracy: 0.9417 Epoch 3431/4000 11800/13600 [=========================>....] - ETA: 0s - loss: 24.3145 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2762 - vae_accuracy: 0.8318 - val_loss: 15.8666 - val_vae_accuracy: 0.9414 Epoch 3432/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.2645 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2817 - vae_accuracy: 0.8318 - val_loss: 15.8145 - val_vae_accuracy: 0.9416 Epoch 3433/4000 12000/13600 [=========================>....] - ETA: 0s - loss: 24.2520 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2679 - vae_accuracy: 0.8318 - val_loss: 15.8970 - val_vae_accuracy: 0.9415 Epoch 3434/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.3226 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3028 - vae_accuracy: 0.8318 - val_loss: 15.7877 - val_vae_accuracy: 0.9417 Epoch 3435/4000 11600/13600 [========================>.....] - ETA: 0s - loss: 24.2934 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2792 - vae_accuracy: 0.8317 - val_loss: 15.9525 - val_vae_accuracy: 0.9415 Epoch 3436/4000 10200/13600 [=====================>........] - ETA: 0s - loss: 24.0316 - vae_accuracy: 0.8334WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 15us/sample - loss: 24.2607 - vae_accuracy: 0.8317 - val_loss: 15.8473 - val_vae_accuracy: 0.9414 Epoch 3437/4000 10700/13600 [======================>.......] - ETA: 0s - loss: 24.2379 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 15us/sample - loss: 24.2717 - vae_accuracy: 0.8316 - val_loss: 16.0514 - val_vae_accuracy: 0.9412 Epoch 3438/4000 10900/13600 [=======================>......] - ETA: 0s - loss: 24.3101 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 15us/sample - loss: 24.3402 - vae_accuracy: 0.8317 - val_loss: 15.8104 - val_vae_accuracy: 0.9417 Epoch 3439/4000 11800/13600 [=========================>....] - ETA: 0s - loss: 24.3606 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3005 - vae_accuracy: 0.8318 - val_loss: 15.7604 - val_vae_accuracy: 0.9416 Epoch 3440/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.2684 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2925 - vae_accuracy: 0.8317 - val_loss: 15.8190 - val_vae_accuracy: 0.9415 Epoch 3441/4000 11100/13600 [=======================>......] - ETA: 0s - loss: 24.2894 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2867 - vae_accuracy: 0.8317 - val_loss: 15.7369 - val_vae_accuracy: 0.9418 Epoch 3442/4000 12000/13600 [=========================>....] - ETA: 0s - loss: 24.3657 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2839 - vae_accuracy: 0.8318 - val_loss: 15.7281 - val_vae_accuracy: 0.9416 Epoch 3443/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.3067 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2884 - vae_accuracy: 0.8317 - val_loss: 15.8709 - val_vae_accuracy: 0.9415 Epoch 3444/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2599 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2586 - vae_accuracy: 0.8317 - val_loss: 15.8491 - val_vae_accuracy: 0.9415 Epoch 3445/4000 11800/13600 [=========================>....] - ETA: 0s - loss: 24.3244 - vae_accuracy: 0.8306WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2759 - vae_accuracy: 0.8316 - val_loss: 15.8428 - val_vae_accuracy: 0.9413 Epoch 3446/4000 11900/13600 [=========================>....] - ETA: 0s - loss: 24.3043 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2584 - vae_accuracy: 0.8317 - val_loss: 15.8161 - val_vae_accuracy: 0.9414 Epoch 3447/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2394 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2536 - vae_accuracy: 0.8317 - val_loss: 15.6742 - val_vae_accuracy: 0.9417 Epoch 3448/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2984 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2723 - vae_accuracy: 0.8317 - val_loss: 15.8287 - val_vae_accuracy: 0.9412 Epoch 3449/4000 11700/13600 [========================>.....] - ETA: 0s - loss: 24.3558 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.3250 - vae_accuracy: 0.8315 - val_loss: 15.6634 - val_vae_accuracy: 0.9416 Epoch 3450/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.1731 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2548 - vae_accuracy: 0.8316 - val_loss: 15.7708 - val_vae_accuracy: 0.9414 Epoch 3451/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.3272 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2989 - vae_accuracy: 0.8315 - val_loss: 15.7695 - val_vae_accuracy: 0.9415 Epoch 3452/4000 11200/13600 [=======================>......] - ETA: 0s - loss: 24.3386 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2574 - vae_accuracy: 0.8317 - val_loss: 15.7291 - val_vae_accuracy: 0.9416 Epoch 3453/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2777 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2922 - vae_accuracy: 0.8317 - val_loss: 15.7120 - val_vae_accuracy: 0.9416 Epoch 3454/4000 11200/13600 [=======================>......] - ETA: 0s - loss: 24.3488 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2476 - vae_accuracy: 0.8317 - val_loss: 15.9510 - val_vae_accuracy: 0.9410 Epoch 3455/4000 11800/13600 [=========================>....] - ETA: 0s - loss: 24.2144 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2544 - vae_accuracy: 0.8316 - val_loss: 15.7933 - val_vae_accuracy: 0.9416 Epoch 3456/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.3686 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2643 - vae_accuracy: 0.8317 - val_loss: 15.9694 - val_vae_accuracy: 0.9411 Epoch 3457/4000 12000/13600 [=========================>....] - ETA: 0s - loss: 24.2839 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2607 - vae_accuracy: 0.8316 - val_loss: 15.8150 - val_vae_accuracy: 0.9414 Epoch 3458/4000 11700/13600 [========================>.....] - ETA: 0s - loss: 24.3458 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.3172 - vae_accuracy: 0.8318 - val_loss: 15.6592 - val_vae_accuracy: 0.9418 Epoch 3459/4000 11700/13600 [========================>.....] - ETA: 0s - loss: 24.1952 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2806 - vae_accuracy: 0.8317 - val_loss: 15.7654 - val_vae_accuracy: 0.9414 Epoch 3460/4000 11400/13600 [========================>.....] - ETA: 0s - loss: 24.1668 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2793 - vae_accuracy: 0.8318 - val_loss: 15.6563 - val_vae_accuracy: 0.9418 Epoch 3461/4000 11500/13600 [========================>.....] - ETA: 0s - loss: 24.2097 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2823 - vae_accuracy: 0.8318 - val_loss: 15.8543 - val_vae_accuracy: 0.9414 Epoch 3462/4000 11800/13600 [=========================>....] - ETA: 0s - loss: 24.2193 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2807 - vae_accuracy: 0.8317 - val_loss: 15.8388 - val_vae_accuracy: 0.9413 Epoch 3463/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2544 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2575 - vae_accuracy: 0.8316 - val_loss: 15.7810 - val_vae_accuracy: 0.9413 Epoch 3464/4000 12000/13600 [=========================>....] - ETA: 0s - loss: 24.3159 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3186 - vae_accuracy: 0.8314 - val_loss: 15.8735 - val_vae_accuracy: 0.9410 Epoch 3465/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.2046 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2311 - vae_accuracy: 0.8316 - val_loss: 15.7289 - val_vae_accuracy: 0.9414 Epoch 3466/4000 11900/13600 [=========================>....] - ETA: 0s - loss: 24.2795 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2435 - vae_accuracy: 0.8316 - val_loss: 15.7653 - val_vae_accuracy: 0.9414 Epoch 3467/4000 11900/13600 [=========================>....] - ETA: 0s - loss: 24.2316 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2844 - vae_accuracy: 0.8317 - val_loss: 15.6998 - val_vae_accuracy: 0.9417 Epoch 3468/4000 12200/13600 [=========================>....] - ETA: 0s - loss: 24.2473 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2436 - vae_accuracy: 0.8318 - val_loss: 15.7687 - val_vae_accuracy: 0.9414 Epoch 3469/4000 11900/13600 [=========================>....] - ETA: 0s - loss: 24.2873 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2600 - vae_accuracy: 0.8317 - val_loss: 15.8181 - val_vae_accuracy: 0.9415 Epoch 3470/4000 11200/13600 [=======================>......] - ETA: 0s - loss: 24.3856 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.3320 - vae_accuracy: 0.8317 - val_loss: 15.6898 - val_vae_accuracy: 0.9417 Epoch 3471/4000 10800/13600 [======================>.......] - ETA: 0s - loss: 24.2824 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 15us/sample - loss: 24.2712 - vae_accuracy: 0.8318 - val_loss: 15.5976 - val_vae_accuracy: 0.9418 Epoch 3472/4000 11200/13600 [=======================>......] - ETA: 0s - loss: 24.3622 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2781 - vae_accuracy: 0.8317 - val_loss: 15.8256 - val_vae_accuracy: 0.9412 Epoch 3473/4000 11100/13600 [=======================>......] - ETA: 0s - loss: 24.2905 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2742 - vae_accuracy: 0.8316 - val_loss: 15.7302 - val_vae_accuracy: 0.9414 Epoch 3474/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2322 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2358 - vae_accuracy: 0.8317 - val_loss: 15.8725 - val_vae_accuracy: 0.9412 Epoch 3475/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2455 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2678 - vae_accuracy: 0.8317 - val_loss: 15.7634 - val_vae_accuracy: 0.9414 Epoch 3476/4000 11700/13600 [========================>.....] - ETA: 0s - loss: 24.2446 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2594 - vae_accuracy: 0.8318 - val_loss: 15.6827 - val_vae_accuracy: 0.9415 Epoch 3477/4000 12200/13600 [=========================>....] - ETA: 0s - loss: 24.2258 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2352 - vae_accuracy: 0.8317 - val_loss: 15.7946 - val_vae_accuracy: 0.9412 Epoch 3478/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2712 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2889 - vae_accuracy: 0.8317 - val_loss: 15.7251 - val_vae_accuracy: 0.9415 Epoch 3479/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.3150 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2763 - vae_accuracy: 0.8317 - val_loss: 15.6683 - val_vae_accuracy: 0.9416 Epoch 3480/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2468 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2491 - vae_accuracy: 0.8317 - val_loss: 15.6092 - val_vae_accuracy: 0.9416 Epoch 3481/4000 12200/13600 [=========================>....] - ETA: 0s - loss: 24.2896 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2486 - vae_accuracy: 0.8316 - val_loss: 15.8616 - val_vae_accuracy: 0.9411 Epoch 3482/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2650 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 17us/sample - loss: 24.3194 - vae_accuracy: 0.8317 - val_loss: 15.6110 - val_vae_accuracy: 0.9418 Epoch 3483/4000 11100/13600 [=======================>......] - ETA: 0s - loss: 24.2078 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2528 - vae_accuracy: 0.8317 - val_loss: 15.7231 - val_vae_accuracy: 0.9416 Epoch 3484/4000 12000/13600 [=========================>....] - ETA: 0s - loss: 24.1728 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2490 - vae_accuracy: 0.8317 - val_loss: 15.7786 - val_vae_accuracy: 0.9413 Epoch 3485/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2998 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2583 - vae_accuracy: 0.8316 - val_loss: 15.6767 - val_vae_accuracy: 0.9414 Epoch 3486/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.1527 - vae_accuracy: 0.8331WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2888 - vae_accuracy: 0.8316 - val_loss: 15.7736 - val_vae_accuracy: 0.9414 Epoch 3487/4000 10500/13600 [======================>.......] - ETA: 0s - loss: 24.3556 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.3089 - vae_accuracy: 0.8316 - val_loss: 15.7883 - val_vae_accuracy: 0.9415 Epoch 3488/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.1227 - vae_accuracy: 0.8326WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2411 - vae_accuracy: 0.8317 - val_loss: 15.7332 - val_vae_accuracy: 0.9414 Epoch 3489/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.0157 - vae_accuracy: 0.8332WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2520 - vae_accuracy: 0.8317 - val_loss: 15.8339 - val_vae_accuracy: 0.9413 Epoch 3490/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.1739 - vae_accuracy: 0.8328WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2907 - vae_accuracy: 0.8317 - val_loss: 15.7551 - val_vae_accuracy: 0.9415 Epoch 3491/4000 10100/13600 [=====================>........] - ETA: 0s - loss: 24.3255 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2584 - vae_accuracy: 0.8317 - val_loss: 15.7026 - val_vae_accuracy: 0.9416 Epoch 3492/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2635 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2635 - vae_accuracy: 0.8316 - val_loss: 15.9633 - val_vae_accuracy: 0.9410 Epoch 3493/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.1813 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2263 - vae_accuracy: 0.8317 - val_loss: 15.6755 - val_vae_accuracy: 0.9416 Epoch 3494/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.1094 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2103 - vae_accuracy: 0.8317 - val_loss: 15.7362 - val_vae_accuracy: 0.9414 Epoch 3495/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2016 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2455 - vae_accuracy: 0.8316 - val_loss: 15.7540 - val_vae_accuracy: 0.9413 Epoch 3496/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.4136 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2687 - vae_accuracy: 0.8316 - val_loss: 15.7250 - val_vae_accuracy: 0.9414 Epoch 3497/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2489 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2489 - vae_accuracy: 0.8317 - val_loss: 15.8809 - val_vae_accuracy: 0.9411 Epoch 3498/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.2379 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2762 - vae_accuracy: 0.8316 - val_loss: 15.7126 - val_vae_accuracy: 0.9415 Epoch 3499/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.3192 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3135 - vae_accuracy: 0.8316 - val_loss: 15.6908 - val_vae_accuracy: 0.9415 Epoch 3500/4000 8800/13600 [==================>...........] - ETA: 0s - loss: 24.1182 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2660 - vae_accuracy: 0.8317 - val_loss: 15.8001 - val_vae_accuracy: 0.9413 Epoch 3501/4000 10600/13600 [======================>.......] - ETA: 0s - loss: 24.3080 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2605 - vae_accuracy: 0.8316 - val_loss: 15.7307 - val_vae_accuracy: 0.9415 Epoch 3502/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.3180 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2991 - vae_accuracy: 0.8316 - val_loss: 15.5606 - val_vae_accuracy: 0.9417 Epoch 3503/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.1629 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2820 - vae_accuracy: 0.8316 - val_loss: 15.7066 - val_vae_accuracy: 0.9416 Epoch 3504/4000 10100/13600 [=====================>........] - ETA: 0s - loss: 24.2255 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2838 - vae_accuracy: 0.8318 - val_loss: 15.8221 - val_vae_accuracy: 0.9414 Epoch 3505/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2078 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2653 - vae_accuracy: 0.8317 - val_loss: 15.7499 - val_vae_accuracy: 0.9415 Epoch 3506/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2083 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2650 - vae_accuracy: 0.8317 - val_loss: 15.7411 - val_vae_accuracy: 0.9415 Epoch 3507/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.2506 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2435 - vae_accuracy: 0.8317 - val_loss: 15.8079 - val_vae_accuracy: 0.9413 Epoch 3508/4000 10600/13600 [======================>.......] - ETA: 0s - loss: 24.1648 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2677 - vae_accuracy: 0.8316 - val_loss: 15.8892 - val_vae_accuracy: 0.9411 Epoch 3509/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.0608 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2523 - vae_accuracy: 0.8316 - val_loss: 15.8174 - val_vae_accuracy: 0.9413 Epoch 3510/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.1978 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2619 - vae_accuracy: 0.8317 - val_loss: 15.7327 - val_vae_accuracy: 0.9413 Epoch 3511/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2570 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2570 - vae_accuracy: 0.8316 - val_loss: 15.6763 - val_vae_accuracy: 0.9415 Epoch 3512/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.3020 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3020 - vae_accuracy: 0.8315 - val_loss: 15.7703 - val_vae_accuracy: 0.9414 Epoch 3513/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2001 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2710 - vae_accuracy: 0.8316 - val_loss: 15.7727 - val_vae_accuracy: 0.9412 Epoch 3514/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.0482 - vae_accuracy: 0.8329WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2357 - vae_accuracy: 0.8316 - val_loss: 15.7186 - val_vae_accuracy: 0.9414 Epoch 3515/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.1266 - vae_accuracy: 0.8331WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2556 - vae_accuracy: 0.8317 - val_loss: 15.7762 - val_vae_accuracy: 0.9412 Epoch 3516/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2776 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2776 - vae_accuracy: 0.8315 - val_loss: 15.8052 - val_vae_accuracy: 0.9411 Epoch 3517/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.2180 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2479 - vae_accuracy: 0.8316 - val_loss: 15.6865 - val_vae_accuracy: 0.9415 Epoch 3518/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.3633 - vae_accuracy: 0.8302WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2751 - vae_accuracy: 0.8316 - val_loss: 15.7392 - val_vae_accuracy: 0.9415 Epoch 3519/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3726 - vae_accuracy: 0.8307WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2590 - vae_accuracy: 0.8317 - val_loss: 15.7138 - val_vae_accuracy: 0.9415 Epoch 3520/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.3864 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3012 - vae_accuracy: 0.8317 - val_loss: 15.6856 - val_vae_accuracy: 0.9415 Epoch 3521/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.2687 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2302 - vae_accuracy: 0.8316 - val_loss: 15.8252 - val_vae_accuracy: 0.9411 Epoch 3522/4000 10500/13600 [======================>.......] - ETA: 0s - loss: 24.4135 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2120 - vae_accuracy: 0.8318 - val_loss: 15.7654 - val_vae_accuracy: 0.9415 Epoch 3523/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2370 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3221 - vae_accuracy: 0.8316 - val_loss: 15.7487 - val_vae_accuracy: 0.9414 Epoch 3524/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3367 - vae_accuracy: 0.8304WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3155 - vae_accuracy: 0.8315 - val_loss: 15.7366 - val_vae_accuracy: 0.9415 Epoch 3525/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3225 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2778 - vae_accuracy: 0.8317 - val_loss: 15.7208 - val_vae_accuracy: 0.9414 Epoch 3526/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.3827 - vae_accuracy: 0.8303WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3002 - vae_accuracy: 0.8316 - val_loss: 15.8491 - val_vae_accuracy: 0.9411 Epoch 3527/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2581 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2742 - vae_accuracy: 0.8315 - val_loss: 15.8236 - val_vae_accuracy: 0.9411 Epoch 3528/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3708 - vae_accuracy: 0.8305WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2522 - vae_accuracy: 0.8317 - val_loss: 15.6863 - val_vae_accuracy: 0.9415 Epoch 3529/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2296 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2750 - vae_accuracy: 0.8316 - val_loss: 15.5888 - val_vae_accuracy: 0.9417 Epoch 3530/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.3189 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3006 - vae_accuracy: 0.8315 - val_loss: 15.7951 - val_vae_accuracy: 0.9414 Epoch 3531/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.1349 - vae_accuracy: 0.8327WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2600 - vae_accuracy: 0.8318 - val_loss: 15.7185 - val_vae_accuracy: 0.9416 Epoch 3532/4000 9000/13600 [==================>...........] - ETA: 0s - loss: 24.2603 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2185 - vae_accuracy: 0.8317 - val_loss: 15.6854 - val_vae_accuracy: 0.9415 Epoch 3533/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2270 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2669 - vae_accuracy: 0.8316 - val_loss: 15.7998 - val_vae_accuracy: 0.9411 Epoch 3534/4000 9000/13600 [==================>...........] - ETA: 0s - loss: 24.2627 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2745 - vae_accuracy: 0.8314 - val_loss: 15.8183 - val_vae_accuracy: 0.9410 Epoch 3535/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.3687 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2809 - vae_accuracy: 0.8315 - val_loss: 16.0501 - val_vae_accuracy: 0.9408 Epoch 3536/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2629 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2850 - vae_accuracy: 0.8315 - val_loss: 15.8207 - val_vae_accuracy: 0.9413 Epoch 3537/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.3366 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3035 - vae_accuracy: 0.8316 - val_loss: 15.8633 - val_vae_accuracy: 0.9414 Epoch 3538/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2622 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2861 - vae_accuracy: 0.8318 - val_loss: 15.8784 - val_vae_accuracy: 0.9413 Epoch 3539/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2746 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2814 - vae_accuracy: 0.8317 - val_loss: 15.8191 - val_vae_accuracy: 0.9415 Epoch 3540/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2966 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2518 - vae_accuracy: 0.8317 - val_loss: 15.6542 - val_vae_accuracy: 0.9417 Epoch 3541/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.3348 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3525 - vae_accuracy: 0.8314 - val_loss: 15.8011 - val_vae_accuracy: 0.9414 Epoch 3542/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.3397 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3228 - vae_accuracy: 0.8315 - val_loss: 15.7635 - val_vae_accuracy: 0.9415 Epoch 3543/4000 11700/13600 [========================>.....] - ETA: 0s - loss: 24.2655 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.3350 - vae_accuracy: 0.8316 - val_loss: 15.8542 - val_vae_accuracy: 0.9414 Epoch 3544/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2967 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3396 - vae_accuracy: 0.8317 - val_loss: 15.7012 - val_vae_accuracy: 0.9418 Epoch 3545/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2863 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2900 - vae_accuracy: 0.8318 - val_loss: 15.8580 - val_vae_accuracy: 0.9413 Epoch 3546/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2610 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3093 - vae_accuracy: 0.8318 - val_loss: 15.7883 - val_vae_accuracy: 0.9415 Epoch 3547/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.3467 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2876 - vae_accuracy: 0.8317 - val_loss: 15.7860 - val_vae_accuracy: 0.9414 Epoch 3548/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2707 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2457 - vae_accuracy: 0.8318 - val_loss: 15.8234 - val_vae_accuracy: 0.9413 Epoch 3549/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2275 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2536 - vae_accuracy: 0.8317 - val_loss: 15.7342 - val_vae_accuracy: 0.9414 Epoch 3550/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.1640 - vae_accuracy: 0.8331WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2665 - vae_accuracy: 0.8316 - val_loss: 15.6666 - val_vae_accuracy: 0.9415 Epoch 3551/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.4548 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2894 - vae_accuracy: 0.8317 - val_loss: 15.7246 - val_vae_accuracy: 0.9414 Epoch 3552/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.2001 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2828 - vae_accuracy: 0.8316 - val_loss: 15.8278 - val_vae_accuracy: 0.9413 Epoch 3553/4000 10400/13600 [=====================>........] - ETA: 0s - loss: 24.2878 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2616 - vae_accuracy: 0.8317 - val_loss: 15.9217 - val_vae_accuracy: 0.9410 Epoch 3554/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.1752 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2540 - vae_accuracy: 0.8316 - val_loss: 15.8242 - val_vae_accuracy: 0.9412 Epoch 3555/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3484 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2921 - vae_accuracy: 0.8317 - val_loss: 15.6620 - val_vae_accuracy: 0.9416 Epoch 3556/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3122 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2535 - vae_accuracy: 0.8316 - val_loss: 15.6657 - val_vae_accuracy: 0.9414 Epoch 3557/4000 10200/13600 [=====================>........] - ETA: 0s - loss: 24.2687 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2531 - vae_accuracy: 0.8316 - val_loss: 15.7861 - val_vae_accuracy: 0.9415 Epoch 3558/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3417 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2642 - vae_accuracy: 0.8319 - val_loss: 15.7055 - val_vae_accuracy: 0.9417 Epoch 3559/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2296 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2183 - vae_accuracy: 0.8317 - val_loss: 15.7417 - val_vae_accuracy: 0.9414 Epoch 3560/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3038 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2787 - vae_accuracy: 0.8316 - val_loss: 15.5528 - val_vae_accuracy: 0.9417 Epoch 3561/4000 9000/13600 [==================>...........] - ETA: 0s - loss: 24.3599 - vae_accuracy: 0.8307WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2363 - vae_accuracy: 0.8317 - val_loss: 15.6588 - val_vae_accuracy: 0.9415 Epoch 3562/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.3900 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2835 - vae_accuracy: 0.8316 - val_loss: 15.7830 - val_vae_accuracy: 0.9414 Epoch 3563/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1690 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2642 - vae_accuracy: 0.8316 - val_loss: 15.8610 - val_vae_accuracy: 0.9412 Epoch 3564/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.3884 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2937 - vae_accuracy: 0.8316 - val_loss: 15.6935 - val_vae_accuracy: 0.9417 Epoch 3565/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.4301 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2808 - vae_accuracy: 0.8317 - val_loss: 15.6431 - val_vae_accuracy: 0.9418 Epoch 3566/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.2713 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2574 - vae_accuracy: 0.8317 - val_loss: 15.8071 - val_vae_accuracy: 0.9413 Epoch 3567/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2286 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2953 - vae_accuracy: 0.8317 - val_loss: 15.7309 - val_vae_accuracy: 0.9416 Epoch 3568/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.4097 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2196 - vae_accuracy: 0.8317 - val_loss: 15.9395 - val_vae_accuracy: 0.9410 Epoch 3569/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1762 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2521 - vae_accuracy: 0.8316 - val_loss: 15.6598 - val_vae_accuracy: 0.9414 Epoch 3570/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2879 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3155 - vae_accuracy: 0.8315 - val_loss: 15.7140 - val_vae_accuracy: 0.9417 Epoch 3571/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.4111 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2683 - vae_accuracy: 0.8317 - val_loss: 15.9322 - val_vae_accuracy: 0.9412 Epoch 3572/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.3109 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2335 - vae_accuracy: 0.8317 - val_loss: 15.9428 - val_vae_accuracy: 0.9411 Epoch 3573/4000 10200/13600 [=====================>........] - ETA: 0s - loss: 24.1647 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2791 - vae_accuracy: 0.8318 - val_loss: 15.8239 - val_vae_accuracy: 0.9416 Epoch 3574/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.1584 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2591 - vae_accuracy: 0.8318 - val_loss: 15.8597 - val_vae_accuracy: 0.9413 Epoch 3575/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.3480 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2770 - vae_accuracy: 0.8317 - val_loss: 15.7130 - val_vae_accuracy: 0.9415 Epoch 3576/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.2443 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2721 - vae_accuracy: 0.8316 - val_loss: 15.8365 - val_vae_accuracy: 0.9413 Epoch 3577/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3096 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2547 - vae_accuracy: 0.8317 - val_loss: 15.7575 - val_vae_accuracy: 0.9416 Epoch 3578/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2972 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2797 - vae_accuracy: 0.8316 - val_loss: 15.9341 - val_vae_accuracy: 0.9413 Epoch 3579/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2479 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3125 - vae_accuracy: 0.8316 - val_loss: 15.9307 - val_vae_accuracy: 0.9414 Epoch 3580/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2779 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2568 - vae_accuracy: 0.8318 - val_loss: 15.7099 - val_vae_accuracy: 0.9418 Epoch 3581/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.3276 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3746 - vae_accuracy: 0.8314 - val_loss: 16.4610 - val_vae_accuracy: 0.9414 Epoch 3582/4000 10100/13600 [=====================>........] - ETA: 0s - loss: 24.2887 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3338 - vae_accuracy: 0.8315 - val_loss: 16.3167 - val_vae_accuracy: 0.9410 Epoch 3583/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.5001 - vae_accuracy: 0.8301WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3017 - vae_accuracy: 0.8316 - val_loss: 16.0932 - val_vae_accuracy: 0.9415 Epoch 3584/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.3358 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3235 - vae_accuracy: 0.8317 - val_loss: 15.9630 - val_vae_accuracy: 0.9416 Epoch 3585/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2913 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2869 - vae_accuracy: 0.8317 - val_loss: 15.9249 - val_vae_accuracy: 0.9416 Epoch 3586/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.1223 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2550 - vae_accuracy: 0.8318 - val_loss: 16.0470 - val_vae_accuracy: 0.9414 Epoch 3587/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2614 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2482 - vae_accuracy: 0.8318 - val_loss: 15.9894 - val_vae_accuracy: 0.9415 Epoch 3588/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.2102 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2560 - vae_accuracy: 0.8316 - val_loss: 16.1252 - val_vae_accuracy: 0.9415 Epoch 3589/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2402 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2365 - vae_accuracy: 0.8317 - val_loss: 16.2890 - val_vae_accuracy: 0.9413 Epoch 3590/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2531 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2531 - vae_accuracy: 0.8317 - val_loss: 16.1589 - val_vae_accuracy: 0.9414 Epoch 3591/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.4287 - vae_accuracy: 0.8306WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2857 - vae_accuracy: 0.8316 - val_loss: 16.0291 - val_vae_accuracy: 0.9413 Epoch 3592/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2482 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2426 - vae_accuracy: 0.8317 - val_loss: 16.1592 - val_vae_accuracy: 0.9408 Epoch 3593/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.3099 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2992 - vae_accuracy: 0.8315 - val_loss: 16.0062 - val_vae_accuracy: 0.9414 Epoch 3594/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2630 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2753 - vae_accuracy: 0.8316 - val_loss: 16.2450 - val_vae_accuracy: 0.9412 Epoch 3595/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2635 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2809 - vae_accuracy: 0.8316 - val_loss: 16.1655 - val_vae_accuracy: 0.9411 Epoch 3596/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2907 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2692 - vae_accuracy: 0.8316 - val_loss: 15.9390 - val_vae_accuracy: 0.9416 Epoch 3597/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.1737 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2531 - vae_accuracy: 0.8317 - val_loss: 16.0379 - val_vae_accuracy: 0.9414 Epoch 3598/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3644 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2495 - vae_accuracy: 0.8317 - val_loss: 15.8999 - val_vae_accuracy: 0.9416 Epoch 3599/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2207 - vae_accuracy: 0.8307WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2790 - vae_accuracy: 0.8316 - val_loss: 16.2250 - val_vae_accuracy: 0.9414 Epoch 3600/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2379 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2624 - vae_accuracy: 0.8316 - val_loss: 16.2514 - val_vae_accuracy: 0.9416 Epoch 3601/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.3318 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3018 - vae_accuracy: 0.8316 - val_loss: 16.3631 - val_vae_accuracy: 0.9412 Epoch 3602/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.2839 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2465 - vae_accuracy: 0.8316 - val_loss: 16.2850 - val_vae_accuracy: 0.9414 Epoch 3603/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.1420 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2771 - vae_accuracy: 0.8317 - val_loss: 16.1316 - val_vae_accuracy: 0.9413 Epoch 3604/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2474 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3116 - vae_accuracy: 0.8317 - val_loss: 16.0570 - val_vae_accuracy: 0.9416 Epoch 3605/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.3524 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2977 - vae_accuracy: 0.8317 - val_loss: 16.2282 - val_vae_accuracy: 0.9415 Epoch 3606/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.3136 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3121 - vae_accuracy: 0.8316 - val_loss: 15.9714 - val_vae_accuracy: 0.9415 Epoch 3607/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.3491 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3189 - vae_accuracy: 0.8317 - val_loss: 16.0044 - val_vae_accuracy: 0.9415 Epoch 3608/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3013 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2778 - vae_accuracy: 0.8319 - val_loss: 16.0200 - val_vae_accuracy: 0.9415 Epoch 3609/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.4862 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2897 - vae_accuracy: 0.8317 - val_loss: 16.1644 - val_vae_accuracy: 0.9414 Epoch 3610/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.2091 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2543 - vae_accuracy: 0.8317 - val_loss: 15.8875 - val_vae_accuracy: 0.9416 Epoch 3611/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.4313 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2968 - vae_accuracy: 0.8316 - val_loss: 15.8133 - val_vae_accuracy: 0.9416 Epoch 3612/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3711 - vae_accuracy: 0.8305WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2537 - vae_accuracy: 0.8315 - val_loss: 16.1793 - val_vae_accuracy: 0.9413 Epoch 3613/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2784 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2437 - vae_accuracy: 0.8317 - val_loss: 15.9709 - val_vae_accuracy: 0.9414 Epoch 3614/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.3997 - vae_accuracy: 0.8306WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2561 - vae_accuracy: 0.8316 - val_loss: 16.2624 - val_vae_accuracy: 0.9407 Epoch 3615/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.0027 - vae_accuracy: 0.8334WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2845 - vae_accuracy: 0.8316 - val_loss: 16.2209 - val_vae_accuracy: 0.9410 Epoch 3616/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.1483 - vae_accuracy: 0.8326WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2821 - vae_accuracy: 0.8317 - val_loss: 15.7895 - val_vae_accuracy: 0.9417 Epoch 3617/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.2401 - vae_accuracy: 0.8326WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2587 - vae_accuracy: 0.8317 - val_loss: 15.9218 - val_vae_accuracy: 0.9416 Epoch 3618/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2129 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2601 - vae_accuracy: 0.8317 - val_loss: 15.7553 - val_vae_accuracy: 0.9417 Epoch 3619/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2776 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2443 - vae_accuracy: 0.8316 - val_loss: 16.1127 - val_vae_accuracy: 0.9411 Epoch 3620/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.4463 - vae_accuracy: 0.8306WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2641 - vae_accuracy: 0.8317 - val_loss: 15.8628 - val_vae_accuracy: 0.9418 Epoch 3621/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2910 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2513 - vae_accuracy: 0.8317 - val_loss: 16.0439 - val_vae_accuracy: 0.9417 Epoch 3622/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2517 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2992 - vae_accuracy: 0.8316 - val_loss: 15.9561 - val_vae_accuracy: 0.9416 Epoch 3623/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.3439 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3166 - vae_accuracy: 0.8316 - val_loss: 15.7568 - val_vae_accuracy: 0.9418 Epoch 3624/4000 12200/13600 [=========================>....] - ETA: 0s - loss: 24.2460 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2512 - vae_accuracy: 0.8317 - val_loss: 15.9682 - val_vae_accuracy: 0.9413 Epoch 3625/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.2560 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2548 - vae_accuracy: 0.8317 - val_loss: 15.9349 - val_vae_accuracy: 0.9416 Epoch 3626/4000 8900/13600 [==================>...........] - ETA: 0s - loss: 24.3746 - vae_accuracy: 0.8305WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2807 - vae_accuracy: 0.8317 - val_loss: 16.1130 - val_vae_accuracy: 0.9414 Epoch 3627/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2462 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2448 - vae_accuracy: 0.8317 - val_loss: 16.0152 - val_vae_accuracy: 0.9415 Epoch 3628/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3697 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2699 - vae_accuracy: 0.8317 - val_loss: 16.0511 - val_vae_accuracy: 0.9413 Epoch 3629/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3544 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2598 - vae_accuracy: 0.8318 - val_loss: 16.0646 - val_vae_accuracy: 0.9412 Epoch 3630/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.3206 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3057 - vae_accuracy: 0.8317 - val_loss: 15.9939 - val_vae_accuracy: 0.9417 Epoch 3631/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2698 - vae_accuracy: 0.8328WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2797 - vae_accuracy: 0.8317 - val_loss: 16.0652 - val_vae_accuracy: 0.9412 Epoch 3632/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2910 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2937 - vae_accuracy: 0.8316 - val_loss: 15.8496 - val_vae_accuracy: 0.9416 Epoch 3633/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2553 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2881 - vae_accuracy: 0.8316 - val_loss: 15.9619 - val_vae_accuracy: 0.9414 Epoch 3634/4000 10300/13600 [=====================>........] - ETA: 0s - loss: 24.3327 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 15us/sample - loss: 24.2431 - vae_accuracy: 0.8318 - val_loss: 15.9111 - val_vae_accuracy: 0.9416 Epoch 3635/4000 10700/13600 [======================>.......] - ETA: 0s - loss: 24.2106 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 15us/sample - loss: 24.2094 - vae_accuracy: 0.8317 - val_loss: 15.9021 - val_vae_accuracy: 0.9413 Epoch 3636/4000 11100/13600 [=======================>......] - ETA: 0s - loss: 24.3377 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2548 - vae_accuracy: 0.8316 - val_loss: 15.8696 - val_vae_accuracy: 0.9416 Epoch 3637/4000 11500/13600 [========================>.....] - ETA: 0s - loss: 24.2434 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2495 - vae_accuracy: 0.8316 - val_loss: 15.9571 - val_vae_accuracy: 0.9415 Epoch 3638/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2682 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2812 - vae_accuracy: 0.8317 - val_loss: 15.9959 - val_vae_accuracy: 0.9413 Epoch 3639/4000 10200/13600 [=====================>........] - ETA: 0s - loss: 24.1927 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 15us/sample - loss: 24.2688 - vae_accuracy: 0.8316 - val_loss: 15.8427 - val_vae_accuracy: 0.9414 Epoch 3640/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.3937 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3375 - vae_accuracy: 0.8316 - val_loss: 15.9358 - val_vae_accuracy: 0.9413 Epoch 3641/4000 11900/13600 [=========================>....] - ETA: 0s - loss: 24.2531 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2728 - vae_accuracy: 0.8317 - val_loss: 15.9099 - val_vae_accuracy: 0.9414 Epoch 3642/4000 11000/13600 [=======================>......] - ETA: 0s - loss: 24.2508 - vae_accuracy: 0.8326WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 15us/sample - loss: 24.3148 - vae_accuracy: 0.8318 - val_loss: 15.8547 - val_vae_accuracy: 0.9416 Epoch 3643/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.3316 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3135 - vae_accuracy: 0.8317 - val_loss: 15.8727 - val_vae_accuracy: 0.9417 Epoch 3644/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2343 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2988 - vae_accuracy: 0.8317 - val_loss: 15.8402 - val_vae_accuracy: 0.9417 Epoch 3645/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2645 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2539 - vae_accuracy: 0.8317 - val_loss: 16.0675 - val_vae_accuracy: 0.9412 Epoch 3646/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.3404 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3025 - vae_accuracy: 0.8317 - val_loss: 15.9929 - val_vae_accuracy: 0.9413 Epoch 3647/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2161 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2720 - vae_accuracy: 0.8316 - val_loss: 16.0321 - val_vae_accuracy: 0.9413 Epoch 3648/4000 12200/13600 [=========================>....] - ETA: 0s - loss: 24.3394 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3187 - vae_accuracy: 0.8316 - val_loss: 16.0214 - val_vae_accuracy: 0.9416 Epoch 3649/4000 12200/13600 [=========================>....] - ETA: 0s - loss: 24.3913 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3134 - vae_accuracy: 0.8317 - val_loss: 16.1795 - val_vae_accuracy: 0.9416 Epoch 3650/4000 11900/13600 [=========================>....] - ETA: 0s - loss: 24.2928 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2485 - vae_accuracy: 0.8318 - val_loss: 16.3057 - val_vae_accuracy: 0.9414 Epoch 3651/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2777 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2605 - vae_accuracy: 0.8316 - val_loss: 16.2338 - val_vae_accuracy: 0.9415 Epoch 3652/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3259 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2473 - vae_accuracy: 0.8316 - val_loss: 16.1120 - val_vae_accuracy: 0.9416 Epoch 3653/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2569 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2547 - vae_accuracy: 0.8316 - val_loss: 15.9031 - val_vae_accuracy: 0.9416 Epoch 3654/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.3526 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2732 - vae_accuracy: 0.8317 - val_loss: 16.0333 - val_vae_accuracy: 0.9415 Epoch 3655/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.2467 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2723 - vae_accuracy: 0.8317 - val_loss: 15.9783 - val_vae_accuracy: 0.9414 Epoch 3656/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.1152 - vae_accuracy: 0.8327WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2561 - vae_accuracy: 0.8316 - val_loss: 16.1771 - val_vae_accuracy: 0.9412 Epoch 3657/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.1619 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3136 - vae_accuracy: 0.8316 - val_loss: 16.2811 - val_vae_accuracy: 0.9414 Epoch 3658/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2907 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3032 - vae_accuracy: 0.8316 - val_loss: 16.6808 - val_vae_accuracy: 0.9415 Epoch 3659/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.4129 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3107 - vae_accuracy: 0.8317 - val_loss: 16.5199 - val_vae_accuracy: 0.9415 Epoch 3660/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3813 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2395 - vae_accuracy: 0.8316 - val_loss: 16.2361 - val_vae_accuracy: 0.9415 Epoch 3661/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3412 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3060 - vae_accuracy: 0.8316 - val_loss: 16.2559 - val_vae_accuracy: 0.9416 Epoch 3662/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2397 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2701 - vae_accuracy: 0.8317 - val_loss: 16.3147 - val_vae_accuracy: 0.9415 Epoch 3663/4000 12000/13600 [=========================>....] - ETA: 0s - loss: 24.3294 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3100 - vae_accuracy: 0.8317 - val_loss: 16.5014 - val_vae_accuracy: 0.9411 Epoch 3664/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.4700 - vae_accuracy: 0.8306WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3110 - vae_accuracy: 0.8317 - val_loss: 16.0215 - val_vae_accuracy: 0.9415 Epoch 3665/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.3487 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2888 - vae_accuracy: 0.8317 - val_loss: 16.0667 - val_vae_accuracy: 0.9412 Epoch 3666/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3682 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2951 - vae_accuracy: 0.8316 - val_loss: 15.9976 - val_vae_accuracy: 0.9416 Epoch 3667/4000 11700/13600 [========================>.....] - ETA: 0s - loss: 24.3490 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2979 - vae_accuracy: 0.8317 - val_loss: 16.1814 - val_vae_accuracy: 0.9414 Epoch 3668/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.2914 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2770 - vae_accuracy: 0.8317 - val_loss: 16.2863 - val_vae_accuracy: 0.9416 Epoch 3669/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2805 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2910 - vae_accuracy: 0.8317 - val_loss: 16.3638 - val_vae_accuracy: 0.9414 Epoch 3670/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.3248 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2489 - vae_accuracy: 0.8317 - val_loss: 16.3870 - val_vae_accuracy: 0.9414 Epoch 3671/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.3767 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3039 - vae_accuracy: 0.8316 - val_loss: 15.8522 - val_vae_accuracy: 0.9417 Epoch 3672/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.3570 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2474 - vae_accuracy: 0.8317 - val_loss: 15.8244 - val_vae_accuracy: 0.9415 Epoch 3673/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.4011 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2866 - vae_accuracy: 0.8316 - val_loss: 15.7525 - val_vae_accuracy: 0.9417 Epoch 3674/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2899 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2848 - vae_accuracy: 0.8318 - val_loss: 15.8907 - val_vae_accuracy: 0.9415 Epoch 3675/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2626 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2907 - vae_accuracy: 0.8318 - val_loss: 15.9338 - val_vae_accuracy: 0.9414 Epoch 3676/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2807 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2478 - vae_accuracy: 0.8318 - val_loss: 15.8559 - val_vae_accuracy: 0.9415 Epoch 3677/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.2526 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2501 - vae_accuracy: 0.8317 - val_loss: 15.8212 - val_vae_accuracy: 0.9415 Epoch 3678/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.3232 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2814 - vae_accuracy: 0.8315 - val_loss: 15.9369 - val_vae_accuracy: 0.9411 Epoch 3679/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.1352 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2718 - vae_accuracy: 0.8315 - val_loss: 15.8230 - val_vae_accuracy: 0.9414 Epoch 3680/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3390 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3028 - vae_accuracy: 0.8315 - val_loss: 15.8486 - val_vae_accuracy: 0.9413 Epoch 3681/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2644 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2948 - vae_accuracy: 0.8316 - val_loss: 15.8120 - val_vae_accuracy: 0.9415 Epoch 3682/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.2554 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2442 - vae_accuracy: 0.8317 - val_loss: 15.8059 - val_vae_accuracy: 0.9415 Epoch 3683/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.4559 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3022 - vae_accuracy: 0.8317 - val_loss: 15.8373 - val_vae_accuracy: 0.9413 Epoch 3684/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.3245 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3150 - vae_accuracy: 0.8315 - val_loss: 15.9861 - val_vae_accuracy: 0.9414 Epoch 3685/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.3028 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2806 - vae_accuracy: 0.8315 - val_loss: 15.7868 - val_vae_accuracy: 0.9416 Epoch 3686/4000 11800/13600 [=========================>....] - ETA: 0s - loss: 24.2635 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2750 - vae_accuracy: 0.8317 - val_loss: 15.6992 - val_vae_accuracy: 0.9417 Epoch 3687/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.2176 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2512 - vae_accuracy: 0.8317 - val_loss: 16.0174 - val_vae_accuracy: 0.9410 Epoch 3688/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2314 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2279 - vae_accuracy: 0.8317 - val_loss: 15.7780 - val_vae_accuracy: 0.9414 Epoch 3689/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.3867 - vae_accuracy: 0.8307WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2959 - vae_accuracy: 0.8315 - val_loss: 15.9156 - val_vae_accuracy: 0.9412 Epoch 3690/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2095 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2765 - vae_accuracy: 0.8316 - val_loss: 15.8192 - val_vae_accuracy: 0.9413 Epoch 3691/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.4012 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2596 - vae_accuracy: 0.8317 - val_loss: 15.7866 - val_vae_accuracy: 0.9416 Epoch 3692/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.3080 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2469 - vae_accuracy: 0.8318 - val_loss: 15.7058 - val_vae_accuracy: 0.9417 Epoch 3693/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.3566 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2794 - vae_accuracy: 0.8318 - val_loss: 15.6431 - val_vae_accuracy: 0.9418 Epoch 3694/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.1630 - vae_accuracy: 0.8333WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2404 - vae_accuracy: 0.8318 - val_loss: 15.7362 - val_vae_accuracy: 0.9415 Epoch 3695/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2084 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2624 - vae_accuracy: 0.8316 - val_loss: 15.8538 - val_vae_accuracy: 0.9412 Epoch 3696/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.4276 - vae_accuracy: 0.8307WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2609 - vae_accuracy: 0.8316 - val_loss: 15.8805 - val_vae_accuracy: 0.9414 Epoch 3697/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.2746 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2693 - vae_accuracy: 0.8317 - val_loss: 15.9561 - val_vae_accuracy: 0.9413 Epoch 3698/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.4343 - vae_accuracy: 0.8300WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2872 - vae_accuracy: 0.8316 - val_loss: 15.8084 - val_vae_accuracy: 0.9415 Epoch 3699/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3852 - vae_accuracy: 0.8301WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2627 - vae_accuracy: 0.8318 - val_loss: 15.8023 - val_vae_accuracy: 0.9417 Epoch 3700/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2199 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3081 - vae_accuracy: 0.8316 - val_loss: 15.6361 - val_vae_accuracy: 0.9419 Epoch 3701/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.3045 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2839 - vae_accuracy: 0.8317 - val_loss: 15.8846 - val_vae_accuracy: 0.9411 Epoch 3702/4000 12000/13600 [=========================>....] - ETA: 0s - loss: 24.3861 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2996 - vae_accuracy: 0.8316 - val_loss: 15.6588 - val_vae_accuracy: 0.9417 Epoch 3703/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2411 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3347 - vae_accuracy: 0.8317 - val_loss: 15.9074 - val_vae_accuracy: 0.9415 Epoch 3704/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.4311 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3080 - vae_accuracy: 0.8317 - val_loss: 15.8271 - val_vae_accuracy: 0.9414 Epoch 3705/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2899 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2723 - vae_accuracy: 0.8317 - val_loss: 15.6439 - val_vae_accuracy: 0.9418 Epoch 3706/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.2659 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2840 - vae_accuracy: 0.8317 - val_loss: 15.7446 - val_vae_accuracy: 0.9415 Epoch 3707/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.2440 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3060 - vae_accuracy: 0.8318 - val_loss: 15.7337 - val_vae_accuracy: 0.9417 Epoch 3708/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.3537 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3156 - vae_accuracy: 0.8316 - val_loss: 15.7314 - val_vae_accuracy: 0.9416 Epoch 3709/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2379 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2379 - vae_accuracy: 0.8317 - val_loss: 15.8585 - val_vae_accuracy: 0.9412 Epoch 3710/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.2702 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2495 - vae_accuracy: 0.8317 - val_loss: 15.7527 - val_vae_accuracy: 0.9416 Epoch 3711/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.2877 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3162 - vae_accuracy: 0.8316 - val_loss: 15.9014 - val_vae_accuracy: 0.9417 Epoch 3712/4000 11900/13600 [=========================>....] - ETA: 0s - loss: 24.3235 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2879 - vae_accuracy: 0.8317 - val_loss: 16.0779 - val_vae_accuracy: 0.9412 Epoch 3713/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2588 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2537 - vae_accuracy: 0.8316 - val_loss: 15.8017 - val_vae_accuracy: 0.9416 Epoch 3714/4000 11000/13600 [=======================>......] - ETA: 0s - loss: 24.2282 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 15us/sample - loss: 24.2646 - vae_accuracy: 0.8315 - val_loss: 15.8641 - val_vae_accuracy: 0.9414 Epoch 3715/4000 11000/13600 [=======================>......] - ETA: 0s - loss: 24.2112 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2551 - vae_accuracy: 0.8317 - val_loss: 15.8967 - val_vae_accuracy: 0.9413 Epoch 3716/4000 11000/13600 [=======================>......] - ETA: 0s - loss: 24.3595 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.3184 - vae_accuracy: 0.8316 - val_loss: 15.9399 - val_vae_accuracy: 0.9414 Epoch 3717/4000 11800/13600 [=========================>....] - ETA: 0s - loss: 24.3140 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2706 - vae_accuracy: 0.8316 - val_loss: 15.7869 - val_vae_accuracy: 0.9417 Epoch 3718/4000 11500/13600 [========================>.....] - ETA: 0s - loss: 24.2877 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2460 - vae_accuracy: 0.8317 - val_loss: 15.8963 - val_vae_accuracy: 0.9414 Epoch 3719/4000 10200/13600 [=====================>........] - ETA: 0s - loss: 24.2303 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 15us/sample - loss: 24.2547 - vae_accuracy: 0.8317 - val_loss: 15.9055 - val_vae_accuracy: 0.9416 Epoch 3720/4000 10900/13600 [=======================>......] - ETA: 0s - loss: 24.1683 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 15us/sample - loss: 24.2821 - vae_accuracy: 0.8317 - val_loss: 16.0627 - val_vae_accuracy: 0.9412 Epoch 3721/4000 11600/13600 [========================>.....] - ETA: 0s - loss: 24.3768 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2827 - vae_accuracy: 0.8317 - val_loss: 15.9823 - val_vae_accuracy: 0.9414 Epoch 3722/4000 11600/13600 [========================>.....] - ETA: 0s - loss: 24.2591 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2873 - vae_accuracy: 0.8317 - val_loss: 15.6713 - val_vae_accuracy: 0.9418 Epoch 3723/4000 11400/13600 [========================>.....] - ETA: 0s - loss: 24.2877 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2753 - vae_accuracy: 0.8318 - val_loss: 15.7990 - val_vae_accuracy: 0.9414 Epoch 3724/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.2964 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2526 - vae_accuracy: 0.8318 - val_loss: 15.7049 - val_vae_accuracy: 0.9417 Epoch 3725/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.3600 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3034 - vae_accuracy: 0.8317 - val_loss: 15.7825 - val_vae_accuracy: 0.9416 Epoch 3726/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.3086 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2963 - vae_accuracy: 0.8317 - val_loss: 15.8071 - val_vae_accuracy: 0.9415 Epoch 3727/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.2006 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2813 - vae_accuracy: 0.8316 - val_loss: 15.8193 - val_vae_accuracy: 0.9413 Epoch 3728/4000 11500/13600 [========================>.....] - ETA: 0s - loss: 24.3303 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2842 - vae_accuracy: 0.8315 - val_loss: 16.1038 - val_vae_accuracy: 0.9417 Epoch 3729/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.2636 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3154 - vae_accuracy: 0.8316 - val_loss: 16.2566 - val_vae_accuracy: 0.9415 Epoch 3730/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2760 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2827 - vae_accuracy: 0.8317 - val_loss: 16.0767 - val_vae_accuracy: 0.9414 Epoch 3731/4000 11600/13600 [========================>.....] - ETA: 0s - loss: 24.3212 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2965 - vae_accuracy: 0.8315 - val_loss: 16.0790 - val_vae_accuracy: 0.9415 Epoch 3732/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.3112 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2556 - vae_accuracy: 0.8317 - val_loss: 16.2243 - val_vae_accuracy: 0.9411 Epoch 3733/4000 11300/13600 [=======================>......] - ETA: 0s - loss: 24.2950 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 15us/sample - loss: 24.2493 - vae_accuracy: 0.8317 - val_loss: 15.9139 - val_vae_accuracy: 0.9418 Epoch 3734/4000 11500/13600 [========================>.....] - ETA: 0s - loss: 24.3250 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2742 - vae_accuracy: 0.8318 - val_loss: 16.1234 - val_vae_accuracy: 0.9413 Epoch 3735/4000 11500/13600 [========================>.....] - ETA: 0s - loss: 24.3850 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2850 - vae_accuracy: 0.8316 - val_loss: 15.9421 - val_vae_accuracy: 0.9414 Epoch 3736/4000 11900/13600 [=========================>....] - ETA: 0s - loss: 24.1691 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2322 - vae_accuracy: 0.8317 - val_loss: 15.9852 - val_vae_accuracy: 0.9414 Epoch 3737/4000 11600/13600 [========================>.....] - ETA: 0s - loss: 24.2691 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2687 - vae_accuracy: 0.8315 - val_loss: 16.0605 - val_vae_accuracy: 0.9411 Epoch 3738/4000 11900/13600 [=========================>....] - ETA: 0s - loss: 24.1757 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2629 - vae_accuracy: 0.8316 - val_loss: 16.0181 - val_vae_accuracy: 0.9412 Epoch 3739/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2680 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2660 - vae_accuracy: 0.8316 - val_loss: 15.8932 - val_vae_accuracy: 0.9415 Epoch 3740/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.1780 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2772 - vae_accuracy: 0.8316 - val_loss: 15.8825 - val_vae_accuracy: 0.9415 Epoch 3741/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.1399 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2535 - vae_accuracy: 0.8317 - val_loss: 16.1216 - val_vae_accuracy: 0.9412 Epoch 3742/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2658 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2658 - vae_accuracy: 0.8316 - val_loss: 16.0108 - val_vae_accuracy: 0.9415 Epoch 3743/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.3774 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3096 - vae_accuracy: 0.8315 - val_loss: 16.0306 - val_vae_accuracy: 0.9415 Epoch 3744/4000 11900/13600 [=========================>....] - ETA: 0s - loss: 24.2191 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3014 - vae_accuracy: 0.8316 - val_loss: 15.8501 - val_vae_accuracy: 0.9418 Epoch 3745/4000 11400/13600 [========================>.....] - ETA: 0s - loss: 24.2223 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2321 - vae_accuracy: 0.8317 - val_loss: 15.9838 - val_vae_accuracy: 0.9415 Epoch 3746/4000 11700/13600 [========================>.....] - ETA: 0s - loss: 24.4207 - vae_accuracy: 0.8307WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2328 - vae_accuracy: 0.8317 - val_loss: 15.9037 - val_vae_accuracy: 0.9415 Epoch 3747/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.4251 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2539 - vae_accuracy: 0.8316 - val_loss: 16.0387 - val_vae_accuracy: 0.9414 Epoch 3748/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.1791 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2927 - vae_accuracy: 0.8316 - val_loss: 16.1854 - val_vae_accuracy: 0.9414 Epoch 3749/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.2813 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2989 - vae_accuracy: 0.8316 - val_loss: 15.8695 - val_vae_accuracy: 0.9415 Epoch 3750/4000 11700/13600 [========================>.....] - ETA: 0s - loss: 24.2459 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2957 - vae_accuracy: 0.8316 - val_loss: 15.9388 - val_vae_accuracy: 0.9414 Epoch 3751/4000 11600/13600 [========================>.....] - ETA: 0s - loss: 24.2092 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2702 - vae_accuracy: 0.8317 - val_loss: 15.8940 - val_vae_accuracy: 0.9415 Epoch 3752/4000 11200/13600 [=======================>......] - ETA: 0s - loss: 24.3707 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2599 - vae_accuracy: 0.8317 - val_loss: 15.8908 - val_vae_accuracy: 0.9415 Epoch 3753/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.3739 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2650 - vae_accuracy: 0.8316 - val_loss: 15.8643 - val_vae_accuracy: 0.9416 Epoch 3754/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2113 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2867 - vae_accuracy: 0.8316 - val_loss: 16.0792 - val_vae_accuracy: 0.9413 Epoch 3755/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.3035 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2553 - vae_accuracy: 0.8316 - val_loss: 16.1705 - val_vae_accuracy: 0.9414 Epoch 3756/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2904 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2688 - vae_accuracy: 0.8315 - val_loss: 16.1471 - val_vae_accuracy: 0.9415 Epoch 3757/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.3172 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3109 - vae_accuracy: 0.8316 - val_loss: 16.1853 - val_vae_accuracy: 0.9415 Epoch 3758/4000 11300/13600 [=======================>......] - ETA: 0s - loss: 24.3893 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2925 - vae_accuracy: 0.8316 - val_loss: 16.0937 - val_vae_accuracy: 0.9414 Epoch 3759/4000 11400/13600 [========================>.....] - ETA: 0s - loss: 24.3128 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.3060 - vae_accuracy: 0.8315 - val_loss: 16.0211 - val_vae_accuracy: 0.9416 Epoch 3760/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.1901 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2423 - vae_accuracy: 0.8317 - val_loss: 16.4017 - val_vae_accuracy: 0.9413 Epoch 3761/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.2206 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2478 - vae_accuracy: 0.8317 - val_loss: 16.6173 - val_vae_accuracy: 0.9414 Epoch 3762/4000 10100/13600 [=====================>........] - ETA: 0s - loss: 24.0495 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2310 - vae_accuracy: 0.8317 - val_loss: 16.4245 - val_vae_accuracy: 0.9413 Epoch 3763/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.3249 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3298 - vae_accuracy: 0.8315 - val_loss: 16.1371 - val_vae_accuracy: 0.9415 Epoch 3764/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.4916 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2400 - vae_accuracy: 0.8316 - val_loss: 16.2568 - val_vae_accuracy: 0.9411 Epoch 3765/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2094 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2641 - vae_accuracy: 0.8316 - val_loss: 15.9046 - val_vae_accuracy: 0.9417 Epoch 3766/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2467 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2807 - vae_accuracy: 0.8315 - val_loss: 15.9660 - val_vae_accuracy: 0.9415 Epoch 3767/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.5368 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3130 - vae_accuracy: 0.8315 - val_loss: 16.4723 - val_vae_accuracy: 0.9410 Epoch 3768/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2000 - vae_accuracy: 0.8327WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2562 - vae_accuracy: 0.8317 - val_loss: 16.5930 - val_vae_accuracy: 0.9415 Epoch 3769/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2771 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2552 - vae_accuracy: 0.8317 - val_loss: 17.0554 - val_vae_accuracy: 0.9414 Epoch 3770/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.1616 - vae_accuracy: 0.8328WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2727 - vae_accuracy: 0.8318 - val_loss: 16.5127 - val_vae_accuracy: 0.9416 Epoch 3771/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.2896 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3016 - vae_accuracy: 0.8316 - val_loss: 17.3028 - val_vae_accuracy: 0.9411 Epoch 3772/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2255 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2496 - vae_accuracy: 0.8317 - val_loss: 17.2541 - val_vae_accuracy: 0.9414 Epoch 3773/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.4750 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2591 - vae_accuracy: 0.8316 - val_loss: 17.2121 - val_vae_accuracy: 0.9415 Epoch 3774/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3764 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3006 - vae_accuracy: 0.8316 - val_loss: 17.3707 - val_vae_accuracy: 0.9414 Epoch 3775/4000 9000/13600 [==================>...........] - ETA: 0s - loss: 24.1641 - vae_accuracy: 0.8327WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2520 - vae_accuracy: 0.8316 - val_loss: 18.5054 - val_vae_accuracy: 0.9416 Epoch 3776/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2958 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2965 - vae_accuracy: 0.8317 - val_loss: 17.6094 - val_vae_accuracy: 0.9416 Epoch 3777/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.3501 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2879 - vae_accuracy: 0.8317 - val_loss: 17.9440 - val_vae_accuracy: 0.9414 Epoch 3778/4000 11100/13600 [=======================>......] - ETA: 0s - loss: 24.2918 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2891 - vae_accuracy: 0.8317 - val_loss: 17.7774 - val_vae_accuracy: 0.9417 Epoch 3779/4000 10500/13600 [======================>.......] - ETA: 0s - loss: 24.2709 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 15us/sample - loss: 24.2551 - vae_accuracy: 0.8317 - val_loss: 16.9799 - val_vae_accuracy: 0.9417 Epoch 3780/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.1206 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2591 - vae_accuracy: 0.8317 - val_loss: 17.2198 - val_vae_accuracy: 0.9416 Epoch 3781/4000 8700/13600 [==================>...........] - ETA: 0s - loss: 24.4241 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2717 - vae_accuracy: 0.8317 - val_loss: 16.6185 - val_vae_accuracy: 0.9416 Epoch 3782/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2540 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2540 - vae_accuracy: 0.8317 - val_loss: 16.8703 - val_vae_accuracy: 0.9416 Epoch 3783/4000 11100/13600 [=======================>......] - ETA: 0s - loss: 24.3539 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 15us/sample - loss: 24.2976 - vae_accuracy: 0.8318 - val_loss: 16.3400 - val_vae_accuracy: 0.9417 Epoch 3784/4000 10800/13600 [======================>.......] - ETA: 0s - loss: 24.3240 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 15us/sample - loss: 24.2523 - vae_accuracy: 0.8317 - val_loss: 16.7303 - val_vae_accuracy: 0.9411 Epoch 3785/4000 11000/13600 [=======================>......] - ETA: 0s - loss: 24.2559 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2380 - vae_accuracy: 0.8316 - val_loss: 16.9990 - val_vae_accuracy: 0.9410 Epoch 3786/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2383 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2543 - vae_accuracy: 0.8317 - val_loss: 17.1236 - val_vae_accuracy: 0.9415 Epoch 3787/4000 10700/13600 [======================>.......] - ETA: 0s - loss: 24.2586 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 15us/sample - loss: 24.2662 - vae_accuracy: 0.8317 - val_loss: 18.0382 - val_vae_accuracy: 0.9409 Epoch 3788/4000 11000/13600 [=======================>......] - ETA: 0s - loss: 24.2867 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2913 - vae_accuracy: 0.8315 - val_loss: 17.8903 - val_vae_accuracy: 0.9412 Epoch 3789/4000 10600/13600 [======================>.......] - ETA: 0s - loss: 24.2617 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2815 - vae_accuracy: 0.8316 - val_loss: 17.8530 - val_vae_accuracy: 0.9417 Epoch 3790/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.3066 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2852 - vae_accuracy: 0.8316 - val_loss: 17.6482 - val_vae_accuracy: 0.9413 Epoch 3791/4000 11800/13600 [=========================>....] - ETA: 0s - loss: 24.3602 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2961 - vae_accuracy: 0.8316 - val_loss: 17.7595 - val_vae_accuracy: 0.9411 Epoch 3792/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.2213 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2739 - vae_accuracy: 0.8317 - val_loss: 16.5485 - val_vae_accuracy: 0.9413 Epoch 3793/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.3498 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2790 - vae_accuracy: 0.8316 - val_loss: 16.1406 - val_vae_accuracy: 0.9413 Epoch 3794/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2224 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2465 - vae_accuracy: 0.8317 - val_loss: 16.1282 - val_vae_accuracy: 0.9415 Epoch 3795/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.2206 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2607 - vae_accuracy: 0.8317 - val_loss: 16.0993 - val_vae_accuracy: 0.9414 Epoch 3796/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2425 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2636 - vae_accuracy: 0.8317 - val_loss: 16.0396 - val_vae_accuracy: 0.9417 Epoch 3797/4000 11500/13600 [========================>.....] - ETA: 0s - loss: 24.2353 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2803 - vae_accuracy: 0.8317 - val_loss: 16.1584 - val_vae_accuracy: 0.9414 Epoch 3798/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.2870 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2719 - vae_accuracy: 0.8317 - val_loss: 16.3241 - val_vae_accuracy: 0.9412 Epoch 3799/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2349 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2268 - vae_accuracy: 0.8317 - val_loss: 16.0896 - val_vae_accuracy: 0.9415 Epoch 3800/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2730 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3019 - vae_accuracy: 0.8317 - val_loss: 15.9223 - val_vae_accuracy: 0.9418 Epoch 3801/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.3006 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2735 - vae_accuracy: 0.8316 - val_loss: 16.2282 - val_vae_accuracy: 0.9410 Epoch 3802/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.4194 - vae_accuracy: 0.8307WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2906 - vae_accuracy: 0.8315 - val_loss: 16.0724 - val_vae_accuracy: 0.9417 Epoch 3803/4000 10100/13600 [=====================>........] - ETA: 0s - loss: 24.0535 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2371 - vae_accuracy: 0.8317 - val_loss: 16.3293 - val_vae_accuracy: 0.9411 Epoch 3804/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.4135 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2273 - vae_accuracy: 0.8316 - val_loss: 16.6474 - val_vae_accuracy: 0.9413 Epoch 3805/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3410 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2963 - vae_accuracy: 0.8315 - val_loss: 16.6927 - val_vae_accuracy: 0.9411 Epoch 3806/4000 12200/13600 [=========================>....] - ETA: 0s - loss: 24.1977 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2639 - vae_accuracy: 0.8315 - val_loss: 16.3132 - val_vae_accuracy: 0.9410 Epoch 3807/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.1791 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2834 - vae_accuracy: 0.8316 - val_loss: 16.0358 - val_vae_accuracy: 0.9415 Epoch 3808/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.3072 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2881 - vae_accuracy: 0.8316 - val_loss: 16.0081 - val_vae_accuracy: 0.9417 Epoch 3809/4000 10200/13600 [=====================>........] - ETA: 0s - loss: 24.2805 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2728 - vae_accuracy: 0.8316 - val_loss: 16.2788 - val_vae_accuracy: 0.9413 Epoch 3810/4000 10300/13600 [=====================>........] - ETA: 0s - loss: 24.2178 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2664 - vae_accuracy: 0.8317 - val_loss: 15.9456 - val_vae_accuracy: 0.9417 Epoch 3811/4000 10100/13600 [=====================>........] - ETA: 0s - loss: 24.3018 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2912 - vae_accuracy: 0.8317 - val_loss: 16.1797 - val_vae_accuracy: 0.9414 Epoch 3812/4000 10200/13600 [=====================>........] - ETA: 0s - loss: 24.3530 - vae_accuracy: 0.8306WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2989 - vae_accuracy: 0.8317 - val_loss: 16.1898 - val_vae_accuracy: 0.9414 Epoch 3813/4000 10600/13600 [======================>.......] - ETA: 0s - loss: 24.1982 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2298 - vae_accuracy: 0.8317 - val_loss: 16.1440 - val_vae_accuracy: 0.9412 Epoch 3814/4000 10600/13600 [======================>.......] - ETA: 0s - loss: 24.2789 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2653 - vae_accuracy: 0.8316 - val_loss: 16.1489 - val_vae_accuracy: 0.9413 Epoch 3815/4000 11700/13600 [========================>.....] - ETA: 0s - loss: 24.3127 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2785 - vae_accuracy: 0.8316 - val_loss: 16.0836 - val_vae_accuracy: 0.9414 Epoch 3816/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3273 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2917 - vae_accuracy: 0.8317 - val_loss: 15.9573 - val_vae_accuracy: 0.9414 Epoch 3817/4000 11800/13600 [=========================>....] - ETA: 0s - loss: 24.2887 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.3107 - vae_accuracy: 0.8316 - val_loss: 15.9789 - val_vae_accuracy: 0.9416 Epoch 3818/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.2534 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2489 - vae_accuracy: 0.8317 - val_loss: 16.1751 - val_vae_accuracy: 0.9414 Epoch 3819/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2766 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2438 - vae_accuracy: 0.8316 - val_loss: 16.0418 - val_vae_accuracy: 0.9416 Epoch 3820/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2423 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2340 - vae_accuracy: 0.8316 - val_loss: 15.9126 - val_vae_accuracy: 0.9413 Epoch 3821/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2463 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2643 - vae_accuracy: 0.8316 - val_loss: 15.9411 - val_vae_accuracy: 0.9414 Epoch 3822/4000 12000/13600 [=========================>....] - ETA: 0s - loss: 24.2282 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2427 - vae_accuracy: 0.8317 - val_loss: 16.0797 - val_vae_accuracy: 0.9410 Epoch 3823/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2627 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 16us/sample - loss: 24.2627 - vae_accuracy: 0.8316 - val_loss: 16.0452 - val_vae_accuracy: 0.9413 Epoch 3824/4000 11400/13600 [========================>.....] - ETA: 0s - loss: 24.1100 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 14us/sample - loss: 24.2145 - vae_accuracy: 0.8317 - val_loss: 16.0814 - val_vae_accuracy: 0.9412 Epoch 3825/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.3034 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2691 - vae_accuracy: 0.8315 - val_loss: 16.3306 - val_vae_accuracy: 0.9413 Epoch 3826/4000 10100/13600 [=====================>........] - ETA: 0s - loss: 24.4398 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2933 - vae_accuracy: 0.8316 - val_loss: 16.1968 - val_vae_accuracy: 0.9417 Epoch 3827/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2648 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2648 - vae_accuracy: 0.8316 - val_loss: 16.3278 - val_vae_accuracy: 0.9415 Epoch 3828/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.1621 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2812 - vae_accuracy: 0.8316 - val_loss: 16.0933 - val_vae_accuracy: 0.9418 Epoch 3829/4000 10500/13600 [======================>.......] - ETA: 0s - loss: 24.3322 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 10us/sample - loss: 24.2961 - vae_accuracy: 0.8317 - val_loss: 16.1995 - val_vae_accuracy: 0.9418 Epoch 3830/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2714 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2888 - vae_accuracy: 0.8317 - val_loss: 16.4246 - val_vae_accuracy: 0.9413 Epoch 3831/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.2165 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2505 - vae_accuracy: 0.8317 - val_loss: 17.0074 - val_vae_accuracy: 0.9407 Epoch 3832/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.2394 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2443 - vae_accuracy: 0.8317 - val_loss: 17.4447 - val_vae_accuracy: 0.9417 Epoch 3833/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.4416 - vae_accuracy: 0.8307WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2904 - vae_accuracy: 0.8316 - val_loss: 17.0822 - val_vae_accuracy: 0.9415 Epoch 3834/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.0602 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2440 - vae_accuracy: 0.8317 - val_loss: 20.7285 - val_vae_accuracy: 0.9412 Epoch 3835/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.4152 - vae_accuracy: 0.8307WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3692 - vae_accuracy: 0.8314 - val_loss: 21.2349 - val_vae_accuracy: 0.9412 Epoch 3836/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.4596 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.4666 - vae_accuracy: 0.8313 - val_loss: 21.6329 - val_vae_accuracy: 0.9415 Epoch 3837/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.6285 - vae_accuracy: 0.8305WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.4562 - vae_accuracy: 0.8314 - val_loss: 19.9461 - val_vae_accuracy: 0.9413 Epoch 3838/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2367 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.4096 - vae_accuracy: 0.8315 - val_loss: 20.3245 - val_vae_accuracy: 0.9411 Epoch 3839/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.4561 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3341 - vae_accuracy: 0.8315 - val_loss: 21.1750 - val_vae_accuracy: 0.9412 Epoch 3840/4000 10100/13600 [=====================>........] - ETA: 0s - loss: 24.3641 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3166 - vae_accuracy: 0.8315 - val_loss: 22.4811 - val_vae_accuracy: 0.9411 Epoch 3841/4000 10000/13600 [=====================>........] - ETA: 0s - loss: 24.1438 - vae_accuracy: 0.8328WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3183 - vae_accuracy: 0.8315 - val_loss: 22.2035 - val_vae_accuracy: 0.9410 Epoch 3842/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.3639 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3088 - vae_accuracy: 0.8317 - val_loss: 21.2669 - val_vae_accuracy: 0.9414 Epoch 3843/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.4692 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3440 - vae_accuracy: 0.8315 - val_loss: 19.1414 - val_vae_accuracy: 0.9414 Epoch 3844/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.4118 - vae_accuracy: 0.8307WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2941 - vae_accuracy: 0.8316 - val_loss: 18.3085 - val_vae_accuracy: 0.9414 Epoch 3845/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1654 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2863 - vae_accuracy: 0.8316 - val_loss: 18.6937 - val_vae_accuracy: 0.9414 Epoch 3846/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.3103 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2955 - vae_accuracy: 0.8317 - val_loss: 18.0634 - val_vae_accuracy: 0.9409 Epoch 3847/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.3660 - vae_accuracy: 0.8304WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2765 - vae_accuracy: 0.8315 - val_loss: 17.5008 - val_vae_accuracy: 0.9413 Epoch 3848/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.3021 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2880 - vae_accuracy: 0.8316 - val_loss: 17.3829 - val_vae_accuracy: 0.9413 Epoch 3849/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3999 - vae_accuracy: 0.8306WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3520 - vae_accuracy: 0.8315 - val_loss: 17.4485 - val_vae_accuracy: 0.9412 Epoch 3850/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.1514 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3075 - vae_accuracy: 0.8316 - val_loss: 17.2047 - val_vae_accuracy: 0.9411 Epoch 3851/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.3805 - vae_accuracy: 0.8305WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2302 - vae_accuracy: 0.8317 - val_loss: 17.4646 - val_vae_accuracy: 0.9411 Epoch 3852/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.4260 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2705 - vae_accuracy: 0.8318 - val_loss: 17.6697 - val_vae_accuracy: 0.9414 Epoch 3853/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.2174 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2532 - vae_accuracy: 0.8317 - val_loss: 18.1186 - val_vae_accuracy: 0.9410 Epoch 3854/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.4487 - vae_accuracy: 0.8304WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2897 - vae_accuracy: 0.8316 - val_loss: 16.8312 - val_vae_accuracy: 0.9413 Epoch 3855/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.3803 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3587 - vae_accuracy: 0.8314 - val_loss: 17.9550 - val_vae_accuracy: 0.9414 Epoch 3856/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.3752 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3099 - vae_accuracy: 0.8315 - val_loss: 18.3160 - val_vae_accuracy: 0.9412 Epoch 3857/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3965 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3472 - vae_accuracy: 0.8314 - val_loss: 18.6169 - val_vae_accuracy: 0.9415 Epoch 3858/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.3807 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2576 - vae_accuracy: 0.8316 - val_loss: 17.5627 - val_vae_accuracy: 0.9416 Epoch 3859/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.4048 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3099 - vae_accuracy: 0.8316 - val_loss: 17.1628 - val_vae_accuracy: 0.9417 Epoch 3860/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2853 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2805 - vae_accuracy: 0.8317 - val_loss: 17.0932 - val_vae_accuracy: 0.9413 Epoch 3861/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2486 - vae_accuracy: 0.8329WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2824 - vae_accuracy: 0.8317 - val_loss: 16.8923 - val_vae_accuracy: 0.9418 Epoch 3862/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.2576 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2714 - vae_accuracy: 0.8317 - val_loss: 17.1355 - val_vae_accuracy: 0.9413 Epoch 3863/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.2255 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2390 - vae_accuracy: 0.8317 - val_loss: 17.1443 - val_vae_accuracy: 0.9417 Epoch 3864/4000 10100/13600 [=====================>........] - ETA: 0s - loss: 24.2322 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2592 - vae_accuracy: 0.8316 - val_loss: 17.1689 - val_vae_accuracy: 0.9415 Epoch 3865/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.1680 - vae_accuracy: 0.8327WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2895 - vae_accuracy: 0.8316 - val_loss: 16.9516 - val_vae_accuracy: 0.9414 Epoch 3866/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.1356 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2393 - vae_accuracy: 0.8318 - val_loss: 16.8650 - val_vae_accuracy: 0.9414 Epoch 3867/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.0666 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2649 - vae_accuracy: 0.8317 - val_loss: 17.0860 - val_vae_accuracy: 0.9412 Epoch 3868/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.1423 - vae_accuracy: 0.8301WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.1962 - vae_accuracy: 0.8317 - val_loss: 17.4166 - val_vae_accuracy: 0.9414 Epoch 3869/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3387 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2636 - vae_accuracy: 0.8316 - val_loss: 17.3599 - val_vae_accuracy: 0.9414 Epoch 3870/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.4055 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2992 - vae_accuracy: 0.8316 - val_loss: 17.7857 - val_vae_accuracy: 0.9410 Epoch 3871/4000 9000/13600 [==================>...........] - ETA: 0s - loss: 24.3362 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2773 - vae_accuracy: 0.8317 - val_loss: 16.6597 - val_vae_accuracy: 0.9414 Epoch 3872/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.0672 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2331 - vae_accuracy: 0.8318 - val_loss: 16.7673 - val_vae_accuracy: 0.9413 Epoch 3873/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3094 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2482 - vae_accuracy: 0.8316 - val_loss: 16.4422 - val_vae_accuracy: 0.9416 Epoch 3874/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.3429 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2703 - vae_accuracy: 0.8317 - val_loss: 16.2308 - val_vae_accuracy: 0.9415 Epoch 3875/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.2041 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2728 - vae_accuracy: 0.8317 - val_loss: 16.4935 - val_vae_accuracy: 0.9412 Epoch 3876/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.4645 - vae_accuracy: 0.8304WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2787 - vae_accuracy: 0.8318 - val_loss: 16.3472 - val_vae_accuracy: 0.9415 Epoch 3877/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.4022 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2484 - vae_accuracy: 0.8317 - val_loss: 17.6095 - val_vae_accuracy: 0.9411 Epoch 3878/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2717 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2781 - vae_accuracy: 0.8316 - val_loss: 17.0055 - val_vae_accuracy: 0.9413 Epoch 3879/4000 9700/13600 [====================>.........] - ETA: 0s - loss: 24.2508 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2665 - vae_accuracy: 0.8316 - val_loss: 16.9328 - val_vae_accuracy: 0.9414 Epoch 3880/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2013 - vae_accuracy: 0.8328WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2718 - vae_accuracy: 0.8315 - val_loss: 17.1842 - val_vae_accuracy: 0.9412 Epoch 3881/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.3467 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3118 - vae_accuracy: 0.8315 - val_loss: 16.7725 - val_vae_accuracy: 0.9414 Epoch 3882/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.0918 - vae_accuracy: 0.8328WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2688 - vae_accuracy: 0.8315 - val_loss: 16.9383 - val_vae_accuracy: 0.9411 Epoch 3883/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3185 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2678 - vae_accuracy: 0.8316 - val_loss: 16.9083 - val_vae_accuracy: 0.9414 Epoch 3884/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.3642 - vae_accuracy: 0.8297WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2202 - vae_accuracy: 0.8316 - val_loss: 16.9770 - val_vae_accuracy: 0.9414 Epoch 3885/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.0858 - vae_accuracy: 0.8325WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2469 - vae_accuracy: 0.8317 - val_loss: 16.3310 - val_vae_accuracy: 0.9415 Epoch 3886/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2390 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2600 - vae_accuracy: 0.8317 - val_loss: 16.4791 - val_vae_accuracy: 0.9412 Epoch 3887/4000 9000/13600 [==================>...........] - ETA: 0s - loss: 24.3252 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3078 - vae_accuracy: 0.8315 - val_loss: 16.3694 - val_vae_accuracy: 0.9417 Epoch 3888/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.1544 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2950 - vae_accuracy: 0.8317 - val_loss: 16.3758 - val_vae_accuracy: 0.9418 Epoch 3889/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3120 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3103 - vae_accuracy: 0.8317 - val_loss: 16.5740 - val_vae_accuracy: 0.9415 Epoch 3890/4000 12800/13600 [===========================>..] - ETA: 0s - loss: 24.2656 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2513 - vae_accuracy: 0.8317 - val_loss: 16.6212 - val_vae_accuracy: 0.9415 Epoch 3891/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2448 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2401 - vae_accuracy: 0.8316 - val_loss: 16.9637 - val_vae_accuracy: 0.9412 Epoch 3892/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.4687 - vae_accuracy: 0.8305WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2977 - vae_accuracy: 0.8316 - val_loss: 16.7360 - val_vae_accuracy: 0.9416 Epoch 3893/4000 9000/13600 [==================>...........] - ETA: 0s - loss: 24.0517 - vae_accuracy: 0.8330WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3194 - vae_accuracy: 0.8317 - val_loss: 16.7970 - val_vae_accuracy: 0.9416 Epoch 3894/4000 8900/13600 [==================>...........] - ETA: 0s - loss: 24.3178 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2574 - vae_accuracy: 0.8318 - val_loss: 16.9870 - val_vae_accuracy: 0.9414 Epoch 3895/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2186 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2129 - vae_accuracy: 0.8317 - val_loss: 16.9320 - val_vae_accuracy: 0.9412 Epoch 3896/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2687 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2590 - vae_accuracy: 0.8317 - val_loss: 16.7704 - val_vae_accuracy: 0.9415 Epoch 3897/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2691 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2849 - vae_accuracy: 0.8316 - val_loss: 17.2767 - val_vae_accuracy: 0.9413 Epoch 3898/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.4071 - vae_accuracy: 0.8303WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2695 - vae_accuracy: 0.8317 - val_loss: 18.1746 - val_vae_accuracy: 0.9416 Epoch 3899/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.3083 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3083 - vae_accuracy: 0.8315 - val_loss: 21.1030 - val_vae_accuracy: 0.9412 Epoch 3900/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.3133 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3313 - vae_accuracy: 0.8315 - val_loss: 19.6172 - val_vae_accuracy: 0.9416 Epoch 3901/4000 8800/13600 [==================>...........] - ETA: 0s - loss: 24.2961 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2861 - vae_accuracy: 0.8316 - val_loss: 20.1050 - val_vae_accuracy: 0.9415 Epoch 3902/4000 8900/13600 [==================>...........] - ETA: 0s - loss: 24.2112 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2733 - vae_accuracy: 0.8317 - val_loss: 17.9175 - val_vae_accuracy: 0.9415 Epoch 3903/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2987 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2965 - vae_accuracy: 0.8316 - val_loss: 18.6187 - val_vae_accuracy: 0.9414 Epoch 3904/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.1778 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3390 - vae_accuracy: 0.8315 - val_loss: 18.8131 - val_vae_accuracy: 0.9414 Epoch 3905/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2696 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2716 - vae_accuracy: 0.8317 - val_loss: 17.4522 - val_vae_accuracy: 0.9413 Epoch 3906/4000 8800/13600 [==================>...........] - ETA: 0s - loss: 24.3782 - vae_accuracy: 0.8306WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2610 - vae_accuracy: 0.8316 - val_loss: 17.0975 - val_vae_accuracy: 0.9415 Epoch 3907/4000 13000/13600 [===========================>..] - ETA: 0s - loss: 24.3287 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2674 - vae_accuracy: 0.8316 - val_loss: 17.9915 - val_vae_accuracy: 0.9411 Epoch 3908/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.3002 - vae_accuracy: 0.8326WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2722 - vae_accuracy: 0.8317 - val_loss: 17.6467 - val_vae_accuracy: 0.9415 Epoch 3909/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2400 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2400 - vae_accuracy: 0.8317 - val_loss: 17.6708 - val_vae_accuracy: 0.9415 Epoch 3910/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.1532 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2733 - vae_accuracy: 0.8317 - val_loss: 17.0606 - val_vae_accuracy: 0.9414 Epoch 3911/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.3796 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2670 - vae_accuracy: 0.8316 - val_loss: 16.8992 - val_vae_accuracy: 0.9413 Epoch 3912/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2583 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2583 - vae_accuracy: 0.8317 - val_loss: 19.6066 - val_vae_accuracy: 0.9414 Epoch 3913/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2319 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2965 - vae_accuracy: 0.8316 - val_loss: 17.5600 - val_vae_accuracy: 0.9414 Epoch 3914/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.3143 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2896 - vae_accuracy: 0.8317 - val_loss: 17.8290 - val_vae_accuracy: 0.9415 Epoch 3915/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2266 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2430 - vae_accuracy: 0.8317 - val_loss: 17.5327 - val_vae_accuracy: 0.9415 Epoch 3916/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2901 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2602 - vae_accuracy: 0.8317 - val_loss: 17.1556 - val_vae_accuracy: 0.9411 Epoch 3917/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2429 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2622 - vae_accuracy: 0.8316 - val_loss: 16.9881 - val_vae_accuracy: 0.9415 Epoch 3918/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.2741 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2741 - vae_accuracy: 0.8317 - val_loss: 17.1059 - val_vae_accuracy: 0.9413 Epoch 3919/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2076 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2596 - vae_accuracy: 0.8316 - val_loss: 17.1933 - val_vae_accuracy: 0.9413 Epoch 3920/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.4147 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3711 - vae_accuracy: 0.8314 - val_loss: 16.9302 - val_vae_accuracy: 0.9416 Epoch 3921/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.3606 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2639 - vae_accuracy: 0.8317 - val_loss: 16.8425 - val_vae_accuracy: 0.9417 Epoch 3922/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2616 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2876 - vae_accuracy: 0.8316 - val_loss: 16.7653 - val_vae_accuracy: 0.9413 Epoch 3923/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.3016 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2983 - vae_accuracy: 0.8316 - val_loss: 16.4939 - val_vae_accuracy: 0.9417 Epoch 3924/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2943 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2974 - vae_accuracy: 0.8316 - val_loss: 16.4733 - val_vae_accuracy: 0.9413 Epoch 3925/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2040 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2539 - vae_accuracy: 0.8318 - val_loss: 16.9002 - val_vae_accuracy: 0.9412 Epoch 3926/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2178 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2832 - vae_accuracy: 0.8317 - val_loss: 16.7135 - val_vae_accuracy: 0.9413 Epoch 3927/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2519 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2621 - vae_accuracy: 0.8317 - val_loss: 16.0404 - val_vae_accuracy: 0.9414 Epoch 3928/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2265 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2732 - vae_accuracy: 0.8316 - val_loss: 16.1405 - val_vae_accuracy: 0.9413 Epoch 3929/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.1536 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3163 - vae_accuracy: 0.8316 - val_loss: 16.3209 - val_vae_accuracy: 0.9413 Epoch 3930/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.4675 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3224 - vae_accuracy: 0.8317 - val_loss: 16.3382 - val_vae_accuracy: 0.9414 Epoch 3931/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2213 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2343 - vae_accuracy: 0.8318 - val_loss: 16.2755 - val_vae_accuracy: 0.9416 Epoch 3932/4000 12100/13600 [=========================>....] - ETA: 0s - loss: 24.3033 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2905 - vae_accuracy: 0.8317 - val_loss: 16.1044 - val_vae_accuracy: 0.9414 Epoch 3933/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2823 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2783 - vae_accuracy: 0.8317 - val_loss: 16.1913 - val_vae_accuracy: 0.9415 Epoch 3934/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2940 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2280 - vae_accuracy: 0.8317 - val_loss: 16.2086 - val_vae_accuracy: 0.9414 Epoch 3935/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.3404 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2772 - vae_accuracy: 0.8316 - val_loss: 17.2093 - val_vae_accuracy: 0.9416 Epoch 3936/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2680 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2967 - vae_accuracy: 0.8316 - val_loss: 17.1876 - val_vae_accuracy: 0.9412 Epoch 3937/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3159 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2996 - vae_accuracy: 0.8317 - val_loss: 16.3504 - val_vae_accuracy: 0.9417 Epoch 3938/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.2830 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3213 - vae_accuracy: 0.8317 - val_loss: 16.1446 - val_vae_accuracy: 0.9417 Epoch 3939/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.2406 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2470 - vae_accuracy: 0.8317 - val_loss: 16.4062 - val_vae_accuracy: 0.9415 Epoch 3940/4000 13100/13600 [===========================>..] - ETA: 0s - loss: 24.3335 - vae_accuracy: 0.8311WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2897 - vae_accuracy: 0.8315 - val_loss: 16.7059 - val_vae_accuracy: 0.9414 Epoch 3941/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.3849 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3085 - vae_accuracy: 0.8315 - val_loss: 16.2952 - val_vae_accuracy: 0.9416 Epoch 3942/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2212 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2537 - vae_accuracy: 0.8317 - val_loss: 16.1724 - val_vae_accuracy: 0.9415 Epoch 3943/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.2607 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2821 - vae_accuracy: 0.8317 - val_loss: 16.2643 - val_vae_accuracy: 0.9412 Epoch 3944/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.3030 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2879 - vae_accuracy: 0.8317 - val_loss: 15.9441 - val_vae_accuracy: 0.9416 Epoch 3945/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2581 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2581 - vae_accuracy: 0.8317 - val_loss: 15.9741 - val_vae_accuracy: 0.9415 Epoch 3946/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.3323 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2975 - vae_accuracy: 0.8317 - val_loss: 15.8475 - val_vae_accuracy: 0.9417 Epoch 3947/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2556 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2478 - vae_accuracy: 0.8318 - val_loss: 15.9958 - val_vae_accuracy: 0.9415 Epoch 3948/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.3092 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3324 - vae_accuracy: 0.8316 - val_loss: 16.0663 - val_vae_accuracy: 0.9414 Epoch 3949/4000 13300/13600 [============================>.] - ETA: 0s - loss: 24.2176 - vae_accuracy: 0.8320WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2775 - vae_accuracy: 0.8317 - val_loss: 15.9660 - val_vae_accuracy: 0.9417 Epoch 3950/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.2707 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2575 - vae_accuracy: 0.8318 - val_loss: 15.9034 - val_vae_accuracy: 0.9416 Epoch 3951/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.2855 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2990 - vae_accuracy: 0.8318 - val_loss: 15.7722 - val_vae_accuracy: 0.9416 Epoch 3952/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.3161 - vae_accuracy: 0.8313WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2625 - vae_accuracy: 0.8316 - val_loss: 15.8801 - val_vae_accuracy: 0.9412 Epoch 3953/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.3090 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3150 - vae_accuracy: 0.8314 - val_loss: 15.9723 - val_vae_accuracy: 0.9411 Epoch 3954/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2303 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2813 - vae_accuracy: 0.8315 - val_loss: 15.7149 - val_vae_accuracy: 0.9418 Epoch 3955/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2262 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2448 - vae_accuracy: 0.8316 - val_loss: 15.8967 - val_vae_accuracy: 0.9416 Epoch 3956/4000 12700/13600 [===========================>..] - ETA: 0s - loss: 24.2597 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2539 - vae_accuracy: 0.8317 - val_loss: 15.9735 - val_vae_accuracy: 0.9414 Epoch 3957/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.2851 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2938 - vae_accuracy: 0.8315 - val_loss: 15.8832 - val_vae_accuracy: 0.9416 Epoch 3958/4000 12400/13600 [==========================>...] - ETA: 0s - loss: 24.2837 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2466 - vae_accuracy: 0.8317 - val_loss: 15.9208 - val_vae_accuracy: 0.9415 Epoch 3959/4000 12900/13600 [===========================>..] - ETA: 0s - loss: 24.2868 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2958 - vae_accuracy: 0.8315 - val_loss: 16.0172 - val_vae_accuracy: 0.9411 Epoch 3960/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.4577 - vae_accuracy: 0.8302WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3344 - vae_accuracy: 0.8315 - val_loss: 15.8351 - val_vae_accuracy: 0.9416 Epoch 3961/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2306 - vae_accuracy: 0.8324WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2823 - vae_accuracy: 0.8317 - val_loss: 15.9895 - val_vae_accuracy: 0.9413 Epoch 3962/4000 13200/13600 [============================>.] - ETA: 0s - loss: 24.1937 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2261 - vae_accuracy: 0.8316 - val_loss: 15.7616 - val_vae_accuracy: 0.9416 Epoch 3963/4000 12600/13600 [==========================>...] - ETA: 0s - loss: 24.3015 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2371 - vae_accuracy: 0.8317 - val_loss: 15.9005 - val_vae_accuracy: 0.9415 Epoch 3964/4000 8800/13600 [==================>...........] - ETA: 0s - loss: 24.3053 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2498 - vae_accuracy: 0.8316 - val_loss: 15.8653 - val_vae_accuracy: 0.9417 Epoch 3965/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.3500 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3044 - vae_accuracy: 0.8317 - val_loss: 15.8936 - val_vae_accuracy: 0.9417 Epoch 3966/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3402 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2409 - vae_accuracy: 0.8317 - val_loss: 15.9266 - val_vae_accuracy: 0.9416 Epoch 3967/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.2840 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2594 - vae_accuracy: 0.8317 - val_loss: 15.8967 - val_vae_accuracy: 0.9416 Epoch 3968/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2450 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2790 - vae_accuracy: 0.8316 - val_loss: 16.0376 - val_vae_accuracy: 0.9412 Epoch 3969/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 23.9521 - vae_accuracy: 0.8332WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2797 - vae_accuracy: 0.8316 - val_loss: 16.0313 - val_vae_accuracy: 0.9413 Epoch 3970/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.3040 - vae_accuracy: 0.8317WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3040 - vae_accuracy: 0.8317 - val_loss: 16.0125 - val_vae_accuracy: 0.9415 Epoch 3971/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.2302 - vae_accuracy: 0.8328WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2789 - vae_accuracy: 0.8317 - val_loss: 16.0998 - val_vae_accuracy: 0.9416 Epoch 3972/4000 13500/13600 [============================>.] - ETA: 0s - loss: 24.3078 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2902 - vae_accuracy: 0.8317 - val_loss: 15.9457 - val_vae_accuracy: 0.9417 Epoch 3973/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.2956 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2867 - vae_accuracy: 0.8316 - val_loss: 15.9536 - val_vae_accuracy: 0.9415 Epoch 3974/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.2216 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2488 - vae_accuracy: 0.8318 - val_loss: 15.9151 - val_vae_accuracy: 0.9415 Epoch 3975/4000 8900/13600 [==================>...........] - ETA: 0s - loss: 24.2120 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2386 - vae_accuracy: 0.8317 - val_loss: 15.9101 - val_vae_accuracy: 0.9414 Epoch 3976/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.4103 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2831 - vae_accuracy: 0.8317 - val_loss: 15.9595 - val_vae_accuracy: 0.9414 Epoch 3977/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2994 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2754 - vae_accuracy: 0.8316 - val_loss: 15.9291 - val_vae_accuracy: 0.9413 Epoch 3978/4000 13600/13600 [==============================] - ETA: 0s - loss: 24.3131 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3131 - vae_accuracy: 0.8316 - val_loss: 15.8924 - val_vae_accuracy: 0.9415 Epoch 3979/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.0021 - vae_accuracy: 0.8326WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2864 - vae_accuracy: 0.8316 - val_loss: 15.9443 - val_vae_accuracy: 0.9414 Epoch 3980/4000 9900/13600 [====================>.........] - ETA: 0s - loss: 24.3277 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2819 - vae_accuracy: 0.8317 - val_loss: 16.0460 - val_vae_accuracy: 0.9415 Epoch 3981/4000 9300/13600 [===================>..........] - ETA: 0s - loss: 24.0659 - vae_accuracy: 0.8328WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.3257 - vae_accuracy: 0.8315 - val_loss: 16.1731 - val_vae_accuracy: 0.9413 Epoch 3982/4000 9800/13600 [====================>.........] - ETA: 0s - loss: 24.2816 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2823 - vae_accuracy: 0.8317 - val_loss: 16.2165 - val_vae_accuracy: 0.9414 Epoch 3983/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.3307 - vae_accuracy: 0.8319WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3251 - vae_accuracy: 0.8316 - val_loss: 16.0948 - val_vae_accuracy: 0.9413 Epoch 3984/4000 10100/13600 [=====================>........] - ETA: 0s - loss: 24.3610 - vae_accuracy: 0.8318WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2693 - vae_accuracy: 0.8316 - val_loss: 16.0306 - val_vae_accuracy: 0.9415 Epoch 3985/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2612 - vae_accuracy: 0.8321WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2579 - vae_accuracy: 0.8316 - val_loss: 16.2929 - val_vae_accuracy: 0.9409 Epoch 3986/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3354 - vae_accuracy: 0.8312WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2766 - vae_accuracy: 0.8317 - val_loss: 16.1270 - val_vae_accuracy: 0.9415 Epoch 3987/4000 9500/13600 [===================>..........] - ETA: 0s - loss: 24.3638 - vae_accuracy: 0.8309WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2582 - vae_accuracy: 0.8317 - val_loss: 15.9406 - val_vae_accuracy: 0.9416 Epoch 3988/4000 9600/13600 [====================>.........] - ETA: 0s - loss: 24.1934 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2733 - vae_accuracy: 0.8317 - val_loss: 15.8180 - val_vae_accuracy: 0.9417 Epoch 3989/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3071 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2629 - vae_accuracy: 0.8318 - val_loss: 15.8495 - val_vae_accuracy: 0.9415 Epoch 3990/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3387 - vae_accuracy: 0.8310WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2768 - vae_accuracy: 0.8316 - val_loss: 16.0828 - val_vae_accuracy: 0.9412 Epoch 3991/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.3198 - vae_accuracy: 0.8323WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.3235 - vae_accuracy: 0.8315 - val_loss: 16.1899 - val_vae_accuracy: 0.9411 Epoch 3992/4000 12200/13600 [=========================>....] - ETA: 0s - loss: 24.2356 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2642 - vae_accuracy: 0.8316 - val_loss: 15.9312 - val_vae_accuracy: 0.9415 Epoch 3993/4000 12000/13600 [=========================>....] - ETA: 0s - loss: 24.3179 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.3078 - vae_accuracy: 0.8316 - val_loss: 16.0638 - val_vae_accuracy: 0.9416 Epoch 3994/4000 9200/13600 [===================>..........] - ETA: 0s - loss: 24.4899 - vae_accuracy: 0.8314WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2776 - vae_accuracy: 0.8317 - val_loss: 15.9614 - val_vae_accuracy: 0.9416 Epoch 3995/4000 9100/13600 [===================>..........] - ETA: 0s - loss: 24.1754 - vae_accuracy: 0.8322WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2607 - vae_accuracy: 0.8317 - val_loss: 16.0619 - val_vae_accuracy: 0.9412 Epoch 3996/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.3507 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2481 - vae_accuracy: 0.8317 - val_loss: 16.0532 - val_vae_accuracy: 0.9413 Epoch 3997/4000 9400/13600 [===================>..........] - ETA: 0s - loss: 24.2645 - vae_accuracy: 0.8308WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 11us/sample - loss: 24.2994 - vae_accuracy: 0.8315 - val_loss: 15.9555 - val_vae_accuracy: 0.9413 Epoch 3998/4000 12500/13600 [==========================>...] - ETA: 0s - loss: 24.3258 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2784 - vae_accuracy: 0.8316 - val_loss: 15.7578 - val_vae_accuracy: 0.9417 Epoch 3999/4000 12300/13600 [==========================>...] - ETA: 0s - loss: 24.2679 - vae_accuracy: 0.8316WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 13us/sample - loss: 24.2782 - vae_accuracy: 0.8316 - val_loss: 16.2795 - val_vae_accuracy: 0.9410 Epoch 4000/4000 13400/13600 [============================>.] - ETA: 0s - loss: 24.3128 - vae_accuracy: 0.8315WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 13600/13600 [==============================] - 0s 12us/sample - loss: 24.2829 - vae_accuracy: 0.8317 - val_loss: 15.8928 - val_vae_accuracy: 0.9418
drow_history(vae_history, 'loss')
x_train_encoded = encoder.predict(X_train)
pred_train = decoder.predict(x_train_encoded)
mse = np.mean(np.power(X_train - pred_train, 2), axis=1)
error_df = pd.DataFrame({'recon_error': mse,
'COSCREEN_': y_train})
plt.figure(figsize=(10,6))
sns.kdeplot(error_df.recon_error[error_df.COSCREEN_==0], label='not screen', shade=True, clip=(0,10))
sns.kdeplot(error_df.recon_error[error_df.COSCREEN_==1], label='screen', shade=True, clip=(0,10))
plt.xlabel('reconstruction error');
plt.title('Reconstruction error - Train set')
plt.legend()
<matplotlib.legend.Legend at 0x7f3df045ec10>
x_val_encoded = encoder.predict(X_val)
pred = decoder.predict(x_val_encoded)
mseV = np.mean(np.power(X_val - pred, 2), axis=1)
error_df = pd.DataFrame({'recon_error': mseV,
'churn': y_val})
plt.figure(figsize=(10,6))
sns.kdeplot(error_df.recon_error[error_df.churn==0], label='not churn', shade=True, clip=(0,10))
sns.kdeplot(error_df.recon_error[error_df.churn==1], label='churn', shade=True, clip=(0,10))
plt.xlabel('reconstruction error');
plt.title('Reconstruction error - Val set')
Text(0.5, 1.0, 'Reconstruction error - Val set')
We can see that SCREEN and Not SCREEN, can be separable at latent space.
x_train_encoded = encoder.predict(X_train)
plt.figure(figsize=(8, 6))
plt.scatter(x_train_encoded[:, 0], x_train_encoded[:, 1],
c=y_train, alpha=0.3)
plt.title('Train set in latent space')
plt.show()
x_val_encoded = encoder.predict(X_val)
plt.figure(figsize=(8, 6))
plt.scatter(x_val_encoded[:, 0], x_val_encoded[:, 1],
c=y_val, alpha=0.3)
plt.title('Validation set in latent space')
plt.show()
Any classification method can be used, lets try nearest neighbour * Playing with classification parameter to get best prediction on Validation set
from matplotlib.colors import ListedColormap
from sklearn import neighbors, datasets
weights='uniform'
n_neighbors=27
clf = neighbors.KNeighborsClassifier(n_neighbors, weights=weights)
X=x_train_encoded
y=y_train
clf.fit(X, y)
h=0.2
cmap_light = ListedColormap(['#FFAAAA', '#AAFFAA'])
cmap_bold = ListedColormap(['#FF0000', '#00FF00'])
# Plot the decision boundary. For that, we will assign a color to each
# point in the mesh [x_min, x_max]x[y_min, y_max].
x_min, x_max = X[:, 0].min() - 1, X[:, 0].max() + 1
y_min, y_max = X[:, 1].min() - 1, X[:, 1].max() + 1
xx, yy = np.meshgrid(np.arange(x_min, x_max, h),
np.arange(y_min, y_max, h))
Z = clf.predict(np.c_[xx.ravel(), yy.ravel()])
# Put the result into a color plot
Z = Z.reshape(xx.shape)
plt.figure()
plt.pcolormesh(xx, yy, Z, cmap=cmap_light)
# Plot also the training points
plt.scatter(X[:, 0], X[:, 1], c=y, cmap=cmap_bold,
edgecolor='k', s=20)
plt.xlim(xx.min(), xx.max())
plt.ylim(yy.min(), yy.max())
plt.title("2-Class classification (k = %i, weights = '%s')"
% (n_neighbors, weights))
<ipython-input-94-bf995940bf5c>:25: MatplotlibDeprecationWarning: shading='flat' when X and Y have the same dimensions as C is deprecated since 3.3. Either specify the corners of the quadrilaterals with X and Y, or pass shading='auto', 'nearest' or 'gouraud', or set rcParams['pcolor.shading']. This will become an error two minor releases later. plt.pcolormesh(xx, yy, Z, cmap=cmap_light)
Text(0.5, 1.0, "2-Class classification (k = 27, weights = 'uniform')")
weights='uniform'
n_neighbors=27
clf = neighbors.KNeighborsClassifier(n_neighbors, weights=weights)
X=np.concatenate((x_train_encoded, np.reshape(mse, (mse.shape[0],1))), axis=1)
y=y_train
clf.fit(X, y)
x_val_encoded = encoder.predict(X_val)
vals = np.concatenate((x_val_encoded, np.reshape(mseV, (mseV.shape[0],1))), axis=1)
y_val_neibghour = clf.predict(vals)
drow_roc_curve(y_val, y_val_neibghour)
print_stats(y_val, y_val_neibghour)
Accuracy: 0.92778, Cohen's Kappa Score: 0.16093
Log Loss: 2.494522267455408
Confusion Matrix:
[[828 62]
[ 3 7]]
Classification Report:
precision recall f1-score support
0 1.00 0.93 0.96 890
1 0.10 0.70 0.18 10
accuracy 0.93 900
macro avg 0.55 0.82 0.57 900
weighted avg 0.99 0.93 0.95 900
data_0=data_0.dropna()
df1=data_0.copy()
bins= [0,21,30,45,60,100]
labels = [1,2,3,4,5]
df1['AGE'] = pd.cut(df1['AGE'], bins=bins, labels=labels, right=False)
bins= [0,10,20,30,40]
labels = [1,2,3,4]
df1['BINGEDAYS'] = pd.cut(df1['BINGEDAYS'], bins=bins, labels=labels, right=False)
bins= [0,10,20,30,40]
labels = [1,2,3,4]
df1['DRUGDAYS'] = pd.cut(df1['DRUGDAYS'], bins=bins, labels=labels, right=False)
bins= [0,10,20,30,40]
labels = [1,2,3,4]
df1['ALCDRUGS'] = pd.cut(df1['ALCDRUGS'], bins=bins, labels=labels, right=False)
bins= [0,10,20,30,40]
labels = [1,2,3,4]
df1['DAYSCOCAINE'] = pd.cut(df1['DAYSCOCAINE'], bins=bins, labels=labels, right=False)
bins= [0,10,20,30,40]
labels = [1,2,3,4]
df1['MARYJDAYS'] = pd.cut(df1['MARYJDAYS'], bins=bins, labels=labels, right=False)
bins= [0,10,20,30,40]
labels = [1,2,3,4]
df1['ANYOPIATEDAYS'] = pd.cut(df1['ANYOPIATEDAYS'], bins=bins, labels=labels, right=False)
bins= [0,10,20,30,40]
labels = [1,2,3,4]
df1['METHADONE'] = pd.cut(df1['METHADONE'], bins=bins, labels=labels, right=False)
bins= [0,10,20,30,40]
labels = [1,2,3,4]
df1['HALLUC'] = pd.cut(df1['HALLUC'], bins=bins, labels=labels, right=False)
bins= [0,10,20,30,40]
labels = [1,2,3,4]
df1['METHDAYS'] = pd.cut(df1['METHDAYS'], bins=bins, labels=labels, right=False)
bins= [0,10,20,30,40]
labels = [1,2,3,4]
df1['OTHERDRUGS'] = pd.cut(df1['OTHERDRUGS'], bins=bins, labels=labels, right=False)
bins= [0,10,20,30,40]
labels = [1,2,3,4]
df1['ANYALC'] = pd.cut(df1['ANYALC'], bins=bins, labels=labels, right=False)
df1
| ID_code | DAST | SEX | HISPANIC | RACE | VET | ACTIVE | DEPLOY | AUDIT | COSCREEN | ... | DAYSCOCAINE | MARYJDAYS | ANYOPIATEDAYS | METHADONE | HALLUC | METHDAYS | OTHERDRUGS | INJECT | AGE | TOBMONTH | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 4 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | ... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0.0 | 2 | 1.0 |
| 4 | 5 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | ... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0.0 | 4 | 1.0 |
| 5 | 6 | 1.0 | 1.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | ... | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 0.0 | 2 | 1.0 |
| 6 | 7 | 2.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | ... | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 0.0 | 3 | 1.0 |
| 8 | 9 | 2.0 | 0.0 | 0.0 | 3.0 | 1.0 | 1.0 | 4.0 | 0.0 | 0.0 | ... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0.0 | 3 | 1.0 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 6279 | 6280 | 0.0 | 1.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | ... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0.0 | 4 | 1.0 |
| 6280 | 6281 | 0.0 | 1.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | ... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0.0 | 4 | 1.0 |
| 6286 | 6287 | 0.0 | 1.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | ... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0.0 | 1 | 0.0 |
| 6288 | 6289 | 1.0 | 0.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | ... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0.0 | 2 | 1.0 |
| 6289 | 6290 | 4.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | ... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0.0 | 3 | 0.0 |
3675 rows × 27 columns
df1['DAST'] = df1['DAST'].astype(float).astype(int).astype('category')
df1['SEX'] = df1['SEX'].astype(float).astype(int).astype('category')
df1['HISPANIC'] = df1['HISPANIC'].astype(float).astype(int).astype('category')
df1['RACE'] = df1['RACE'].astype(float).astype(int).astype('category')
df1['VET'] = df1['VET'].astype(float).astype(int).astype('category')
df1['ACTIVE'] = df1['ACTIVE'].astype(float).astype(int).astype('category')
df1['DEPLOY'] = df1['DEPLOY'].astype(float).astype(int).astype('category')
df1['AUDIT'] = df1['AUDIT'].astype(float).astype(int).astype('category')
df1['COSCREEN'] = df1['COSCREEN'].astype(float).astype(int).astype('category')
df1['RT'] = df1['RT'].astype(float).astype(int).astype('category')
df1['BI'] = df1['BI'].astype(float).astype(int).astype('category')
df1['BT'] = df1['BT'].astype(float).astype(int).astype('category')
df1['INJECT'] = df1['INJECT'].astype(float).astype(int).astype('category')
df1['TOBMONTH'] = df1['TOBMONTH'].astype(float).astype(int).astype('category')
###############################################################
df1['ANYALC'] = df1['ANYALC'].astype(float).astype(int).astype('category')
df1['BINGEDAYS'] = df1['BINGEDAYS'].astype(float).astype(int).astype('category')
df1['DRUGDAYS'] = df1['DRUGDAYS'].astype(float).astype(int).astype('category')
df1['ALCDRUGS'] = df1['ALCDRUGS'].astype(float).astype(int).astype('category')
df1['DAYSCOCAINE'] = df1['DAYSCOCAINE'].astype(float).astype(int).astype('category')
df1['MARYJDAYS'] = df1['MARYJDAYS'].astype(float).astype(int).astype('category')
df1['ANYOPIATEDAYS'] = df1['ANYOPIATEDAYS'].astype(float).astype(int).astype('category')
df1['METHADONE'] = df1['METHADONE'].astype(float).astype(int).astype('category')
df1['HALLUC'] = df1['HALLUC'].astype(float).astype(int).astype('category')
df1['METHDAYS'] = df1['METHDAYS'].astype(float).astype(int).astype('category')
df1['OTHERDRUGS'] =df1['OTHERDRUGS'].astype(float).astype(int).astype('category')
df1['AGE'] = df1['AGE'].astype(float).astype(int).astype('category')
df1
| ID_code | DAST | SEX | HISPANIC | RACE | VET | ACTIVE | DEPLOY | AUDIT | COSCREEN | ... | DAYSCOCAINE | MARYJDAYS | ANYOPIATEDAYS | METHADONE | HALLUC | METHDAYS | OTHERDRUGS | INJECT | AGE | TOBMONTH | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 4 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | ... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 2 | 1 |
| 4 | 5 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | ... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 4 | 1 |
| 5 | 6 | 1 | 1 | 0 | 2 | 0 | 0 | 0 | 1 | 0 | ... | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 0 | 2 | 1 |
| 6 | 7 | 2 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | ... | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 0 | 3 | 1 |
| 8 | 9 | 2 | 0 | 0 | 3 | 1 | 1 | 4 | 0 | 0 | ... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 3 | 1 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 6279 | 6280 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | ... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 4 | 1 |
| 6280 | 6281 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | ... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 4 | 1 |
| 6286 | 6287 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | ... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 1 | 0 |
| 6288 | 6289 | 1 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | ... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 2 | 1 |
| 6289 | 6290 | 4 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | ... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 3 | 0 |
3675 rows × 27 columns
from sklearn.model_selection import train_test_split
train,test=train_test_split(df1, test_size=.25)
def aply_oonehot(df, col):
df_en = pd.get_dummies(df[col])
df_en = df_en.drop(df_en.columns[0], 1)
cols = [str(col)+'_'+str(c) for c in df_en.columns]
df_en.columns = cols
df = df.drop(col, 1)
df = pd.concat([df, df_en], axis=1)
return df
train = aply_oonehot(train, 'AGE')
test = aply_oonehot(test, 'AGE')
train = aply_oonehot(train, 'OTHERDRUGS')
test = aply_oonehot(test, 'OTHERDRUGS')
train = aply_oonehot(train, 'METHDAYS')
test = aply_oonehot(test, 'METHDAYS')
train = aply_oonehot(train, 'METHADONE')
test = aply_oonehot(test, 'METHADONE')
train = aply_oonehot(train, 'HALLUC')
test = aply_oonehot(test, 'HALLUC')
train = aply_oonehot(train, 'ANYALC')
test = aply_oonehot(test, 'ANYALC')
train = aply_oonehot(train, 'BINGEDAYS')
test = aply_oonehot(test, 'BINGEDAYS')
train = aply_oonehot(train, 'DRUGDAYS')
test = aply_oonehot(test, 'DRUGDAYS')
train = aply_oonehot(train,'ALCDRUGS')
test = aply_oonehot(test, 'ALCDRUGS')
train = aply_oonehot(train,'DAYSCOCAINE')
test = aply_oonehot(test, 'DAYSCOCAINE')
train = aply_oonehot(train,'MARYJDAYS')
test = aply_oonehot(test, 'MARYJDAYS')
train = aply_oonehot(train,'ANYOPIATEDAYS')
test = aply_oonehot(test, 'ANYOPIATEDAYS')
train = aply_oonehot(train, 'DAST')
test = aply_oonehot(test, 'DAST')
train = aply_oonehot(train, 'SEX')
test = aply_oonehot(test, 'SEX')
train = aply_oonehot(train, 'HISPANIC')
test = aply_oonehot(test, 'HISPANIC')
train = aply_oonehot(train, 'RACE')
test = aply_oonehot(test, 'RACE')
train = aply_oonehot(train, 'VET')
test = aply_oonehot(test, 'VET')
train = aply_oonehot(train, 'ACTIVE')
test = aply_oonehot(test, 'ACTIVE')
train = aply_oonehot(train, 'DEPLOY')
test = aply_oonehot(test, 'DEPLOY')
train = aply_oonehot(train, 'AUDIT')
test = aply_oonehot(test, 'AUDIT')
train = aply_oonehot(train, 'BI')
test = aply_oonehot(test, 'BI')
train = aply_oonehot(train, 'BT')
test = aply_oonehot(test, 'BT')
train = aply_oonehot(train, 'RT')
test = aply_oonehot(test, 'RT')
train = aply_oonehot(train, 'INJECT')
test = aply_oonehot(test, 'INJECT')
train = aply_oonehot(train, 'TOBMONTH')
test = aply_oonehot(test, 'TOBMONTH')
print (train.columns)
Index(['ID_code', 'COSCREEN', 'AGE_2', 'AGE_3', 'AGE_4', 'AGE_5', 'METHDAYS_2',
'METHDAYS_4', 'ANYALC_2', 'ANYALC_3', 'ANYALC_4', 'BINGEDAYS_2',
'BINGEDAYS_3', 'BINGEDAYS_4', 'DRUGDAYS_2', 'DRUGDAYS_3', 'DRUGDAYS_4',
'ALCDRUGS_2', 'ALCDRUGS_3', 'ALCDRUGS_4', 'DAYSCOCAINE_2',
'DAYSCOCAINE_3', 'DAYSCOCAINE_4', 'MARYJDAYS_2', 'MARYJDAYS_3',
'MARYJDAYS_4', 'ANYOPIATEDAYS_4', 'DAST_1', 'DAST_2', 'DAST_3',
'DAST_4', 'SEX_1', 'SEX_2', 'HISPANIC_1', 'RACE_2', 'RACE_3', 'VET_1',
'ACTIVE_1', 'DEPLOY_1', 'DEPLOY_2', 'DEPLOY_3', 'DEPLOY_4', 'DEPLOY_5',
'AUDIT_1', 'AUDIT_2', 'BI_1', 'BT_1', 'RT_1', 'INJECT_1', 'TOBMONTH_1'],
dtype='object')
from sklearn.model_selection import train_test_split
from sklearn.preprocessing import StandardScaler,MinMaxScaler
from imblearn.over_sampling import SMOTE
from collections import Counter
from matplotlib import pyplot
XX_train, XX_val = train_test_split(train, test_size=919)
cols = [c for c in train.columns if c not in ['COSCREEN','ID_code']]
X_train = MinMaxScaler().fit_transform(XX_train[cols])
y_train = XX_train['COSCREEN'].to_numpy()
XX_val1 = MinMaxScaler().fit_transform(XX_val[cols])
yy_val1= XX_val['COSCREEN'].to_numpy()
X_real_test = MinMaxScaler().fit_transform(test[cols])
print (y_train.shape, yy_val1.shape)
strategy = {0:8000, 1:8000}
oversample = SMOTE(sampling_strategy=strategy)
X_train, y_train = oversample.fit_resample(X_train, y_train)
y_train = LabelEncoder().fit_transform(y_train)
weights = 'balanced'
print(X_train.shape)
counter = Counter(y_train)
for k,v in counter.items():
per = v / len(y_train) * 100
print('Class=%d, n=%d (%.3f%%)' % (k, v, per))
# plot the distribution
pyplot.bar(counter.keys(), counter.values())
pyplot.show()
(1837,) (919,) (16000, 48) Class=0, n=8000 (50.000%) Class=1, n=8000 (50.000%)
/home/sameera/anaconda3/envs/py3.8/lib/python3.8/site-packages/imblearn/utils/_validation.py:299: UserWarning: After over-sampling, the number of samples (8000) in class 0 will be larger than the number of samples in the majority class (class #0 -> 1815) warnings.warn( /home/sameera/anaconda3/envs/py3.8/lib/python3.8/site-packages/imblearn/utils/_validation.py:299: UserWarning: After over-sampling, the number of samples (8000) in class 1 will be larger than the number of samples in the majority class (class #0 -> 1815) warnings.warn(
X_val, X_test, y_val, y_test = train_test_split(XX_val1, yy_val1, test_size=9, random_state=42)
print (y_train.shape, y_val.shape, y_test.shape, train.shape)
(16000,) (910,) (9,) (2756, 50)
batch_size = 100
X_train, y_train = cut_array_to_fit_batchsize(X_train,y_train, batch_size)
X_val, y_val = cut_array_to_fit_batchsize(X_val, y_val, batch_size)
# X_test,y_test = cut_array_to_fit_batchsize(X_test,y_test, batch_size)
# y_real_test=np.zeros((len(X_real_test)))
print (X_val.shape, X_train.shape)
(900, 48) (16000, 48)
seed(1)
# Define input layer
input_dim = X_train.shape[1]
input_layer = Input(shape=(input_dim,), name='input_layer')
# Define Encoder layers
hiden_layer_dim = 256
hiden_layer = Dense(hiden_layer_dim, activation='relu',
name='hiden_layer')(input_layer)
# Create 2 dense layer that outputs latent space dimention data
latent_space_dim = 2
mu = Dense(latent_space_dim, activation='linear', name='mu')(hiden_layer)
log_sigma = Dense(latent_space_dim, activation='linear', name='log_sigma')(hiden_layer)
# Encoder model, to encode input into latent variable
# We choose mu, the mean of the output as can be seen in the samle_z function.
# the mean is the center point, the representative of the gaussian
encoder = Model(input_layer, mu, name='encoder')
# Now the trick of the vae, to sample from the 2 dense layers
def sample_z(args):
mu, log_sigma = args
eps = K.random_normal(shape=(batch_size, latent_space_dim), mean=0., stddev=1.)
return mu + K.exp(log_sigma / 2) * eps
# Sample from the output of the 2 dense layers
sampleZ = Lambda(sample_z, name='sampleZ', output_shape=(latent_space_dim,))([mu, log_sigma])
# Define decoder layers in VAE model
decoder_hidden = Dense(hiden_layer_dim, activation='relu', name='decoder_hidden')
decoder_out = Dense(input_dim, activation='sigmoid', name = 'decoder_out')
h_p = decoder_hidden(sampleZ)
output_layer = decoder_out(h_p)
# VAE model, Unsupervised leraning for reconstruction of the input data
vae = Model(input_layer, output_layer, name='vae')
# Define a separate Decoder model, that recostruct data from latent variable
# The decoder model uses eights that was trained with the VAE mode;,
# We need a separate model, if we want to generate data from given data in latent space.
d_in = Input(shape=(latent_space_dim,), name='decoder_input')
d_h = decoder_hidden(d_in)
d_out = decoder_out(d_h)
decoder = Model(d_in, d_out, name='decoder')
SVG(model_to_dot(vae, show_shapes='true').create(prog='dot', format='svg'))
savebest = SaveBest()
stopping_criterions =[
EarlyStopping(monitor='loss', patience = 1000),
EarlyStopping(monitor='acc', patience =0)
, savebest]
vae.compile(optimizer='adam', loss=vae_loss,metrics=[vae_accuracy])
vae_history = vae.fit(X_train, X_train, batch_size=batch_size, shuffle=True,
validation_data = (X_val, X_val),
epochs=4000, callbacks =stopping_criterions)
Train on 16000 samples, validate on 900 samples Epoch 1/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 124.9311 - vae_accuracy: 0.8714WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 113.0878 - vae_accuracy: 0.8744 - val_loss: 46.9526 - val_vae_accuracy: 0.9477 Epoch 2/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 49.2039 - vae_accuracy: 0.8896WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 48.7375 - vae_accuracy: 0.8901 - val_loss: 40.9769 - val_vae_accuracy: 0.9524 Epoch 3/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 42.5326 - vae_accuracy: 0.8962WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 42.5052 - vae_accuracy: 0.8961 - val_loss: 36.7946 - val_vae_accuracy: 0.9546 Epoch 4/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 41.0784 - vae_accuracy: 0.8966WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 40.9335 - vae_accuracy: 0.8968 - val_loss: 36.2597 - val_vae_accuracy: 0.9548 Epoch 5/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 38.8362 - vae_accuracy: 0.8997WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 38.7006 - vae_accuracy: 0.8999 - val_loss: 34.9389 - val_vae_accuracy: 0.9563 Epoch 6/4000 15800/16000 [============================>.] - ETA: 0s - loss: 37.8348 - vae_accuracy: 0.9006WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 37.8207 - vae_accuracy: 0.9004 - val_loss: 34.4423 - val_vae_accuracy: 0.9565 Epoch 7/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 35.4873 - vae_accuracy: 0.9036WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 35.1910 - vae_accuracy: 0.9043 - val_loss: 33.3193 - val_vae_accuracy: 0.9583 Epoch 8/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 32.9997 - vae_accuracy: 0.9072WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 32.9467 - vae_accuracy: 0.9073 - val_loss: 32.0836 - val_vae_accuracy: 0.9598 Epoch 9/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 31.8618 - vae_accuracy: 0.9088WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 31.8461 - vae_accuracy: 0.9087 - val_loss: 31.8269 - val_vae_accuracy: 0.9603 Epoch 10/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 31.1396 - vae_accuracy: 0.9095WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 31.1554 - vae_accuracy: 0.9096 - val_loss: 31.5068 - val_vae_accuracy: 0.9607 Epoch 11/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 30.8835 - vae_accuracy: 0.9097WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 30.8995 - vae_accuracy: 0.9099 - val_loss: 31.2844 - val_vae_accuracy: 0.9608 Epoch 12/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 30.7222 - vae_accuracy: 0.9099WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 30.7059 - vae_accuracy: 0.9101 - val_loss: 31.1182 - val_vae_accuracy: 0.9610 Epoch 13/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 30.6197 - vae_accuracy: 0.9101WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 30.6147 - vae_accuracy: 0.9102 - val_loss: 30.8392 - val_vae_accuracy: 0.9616 Epoch 14/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 30.5378 - vae_accuracy: 0.9105WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 30.4796 - vae_accuracy: 0.9104 - val_loss: 30.8013 - val_vae_accuracy: 0.9615 Epoch 15/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 30.4169 - vae_accuracy: 0.9106WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 30.4483 - vae_accuracy: 0.9104 - val_loss: 30.7495 - val_vae_accuracy: 0.9615 Epoch 16/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 30.4348 - vae_accuracy: 0.9105WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 30.3437 - vae_accuracy: 0.9105 - val_loss: 30.5431 - val_vae_accuracy: 0.9618 Epoch 17/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 30.2682 - vae_accuracy: 0.9105WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 30.3020 - vae_accuracy: 0.9105 - val_loss: 30.6640 - val_vae_accuracy: 0.9616 Epoch 18/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 30.2425 - vae_accuracy: 0.9103WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 30.2601 - vae_accuracy: 0.9105 - val_loss: 30.4959 - val_vae_accuracy: 0.9619 Epoch 19/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 30.2457 - vae_accuracy: 0.9101WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 30.2393 - vae_accuracy: 0.9105 - val_loss: 30.4304 - val_vae_accuracy: 0.9617 Epoch 20/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 30.4129 - vae_accuracy: 0.9103WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 30.2266 - vae_accuracy: 0.9105 - val_loss: 30.4695 - val_vae_accuracy: 0.9617 Epoch 21/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 30.2993 - vae_accuracy: 0.9102WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 30.2009 - vae_accuracy: 0.9106 - val_loss: 30.4203 - val_vae_accuracy: 0.9619 Epoch 22/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 30.0804 - vae_accuracy: 0.9105WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 30.1842 - vae_accuracy: 0.9106 - val_loss: 30.5139 - val_vae_accuracy: 0.9618 Epoch 23/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 30.2897 - vae_accuracy: 0.9101WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 30.1680 - vae_accuracy: 0.9106 - val_loss: 30.3634 - val_vae_accuracy: 0.9620 Epoch 24/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 30.1138 - vae_accuracy: 0.9107WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 30.1497 - vae_accuracy: 0.9106 - val_loss: 30.4359 - val_vae_accuracy: 0.9618 Epoch 25/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 30.1452 - vae_accuracy: 0.9102WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 30.1216 - vae_accuracy: 0.9106 - val_loss: 30.3953 - val_vae_accuracy: 0.9619 Epoch 26/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 30.1902 - vae_accuracy: 0.9107WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 30.0952 - vae_accuracy: 0.9106 - val_loss: 30.3312 - val_vae_accuracy: 0.9619 Epoch 27/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 30.1120 - vae_accuracy: 0.9106WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 30.0943 - vae_accuracy: 0.9106 - val_loss: 30.3780 - val_vae_accuracy: 0.9618 Epoch 28/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 30.0428 - vae_accuracy: 0.9106WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 30.0720 - vae_accuracy: 0.9107 - val_loss: 30.3928 - val_vae_accuracy: 0.9617 Epoch 29/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 30.0235 - vae_accuracy: 0.9104WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 30.0505 - vae_accuracy: 0.9107 - val_loss: 30.2524 - val_vae_accuracy: 0.9619 Epoch 30/4000 15800/16000 [============================>.] - ETA: 0s - loss: 30.0670 - vae_accuracy: 0.9107WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 30.0751 - vae_accuracy: 0.9107 - val_loss: 30.2304 - val_vae_accuracy: 0.9621 Epoch 31/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 30.0899 - vae_accuracy: 0.9109WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 30.0425 - vae_accuracy: 0.9107 - val_loss: 30.2976 - val_vae_accuracy: 0.9620 Epoch 32/4000 15900/16000 [============================>.] - ETA: 0s - loss: 30.0174 - vae_accuracy: 0.9106WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 30.0297 - vae_accuracy: 0.9106 - val_loss: 30.2111 - val_vae_accuracy: 0.9620 Epoch 33/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 30.0058 - vae_accuracy: 0.9107WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 30.0255 - vae_accuracy: 0.9107 - val_loss: 30.3505 - val_vae_accuracy: 0.9618 Epoch 34/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 30.0317 - vae_accuracy: 0.9108WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 30.0097 - vae_accuracy: 0.9107 - val_loss: 30.0818 - val_vae_accuracy: 0.9621 Epoch 35/4000 15000/16000 [===========================>..] - ETA: 0s - loss: 30.0710 - vae_accuracy: 0.9106WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 29.9898 - vae_accuracy: 0.9107 - val_loss: 30.1568 - val_vae_accuracy: 0.9621 Epoch 36/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 30.0168 - vae_accuracy: 0.9107WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 30.0215 - vae_accuracy: 0.9107 - val_loss: 30.1124 - val_vae_accuracy: 0.9622 Epoch 37/4000 15600/16000 [============================>.] - ETA: 0s - loss: 30.0324 - vae_accuracy: 0.9107WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 29.9973 - vae_accuracy: 0.9107 - val_loss: 30.1213 - val_vae_accuracy: 0.9621 Epoch 38/4000 15700/16000 [============================>.] - ETA: 0s - loss: 29.9964 - vae_accuracy: 0.9106WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 29.9774 - vae_accuracy: 0.9107 - val_loss: 30.1460 - val_vae_accuracy: 0.9620 Epoch 39/4000 15900/16000 [============================>.] - ETA: 0s - loss: 29.9935 - vae_accuracy: 0.9107WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 29.9976 - vae_accuracy: 0.9107 - val_loss: 30.1739 - val_vae_accuracy: 0.9619 Epoch 40/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 29.9754 - vae_accuracy: 0.9108WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 29.9846 - vae_accuracy: 0.9107 - val_loss: 30.2569 - val_vae_accuracy: 0.9618 Epoch 41/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 30.0140 - vae_accuracy: 0.9110WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 29.9910 - vae_accuracy: 0.9107 - val_loss: 30.2626 - val_vae_accuracy: 0.9618 Epoch 42/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 29.9719 - vae_accuracy: 0.9107WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 29.9602 - vae_accuracy: 0.9107 - val_loss: 30.1681 - val_vae_accuracy: 0.9618 Epoch 43/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 30.0516 - vae_accuracy: 0.9106WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 29.9641 - vae_accuracy: 0.9107 - val_loss: 30.2296 - val_vae_accuracy: 0.9619 Epoch 44/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 30.0224 - vae_accuracy: 0.9102WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 29.9884 - vae_accuracy: 0.9107 - val_loss: 30.2711 - val_vae_accuracy: 0.9619 Epoch 45/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 30.0873 - vae_accuracy: 0.9107WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 30.0226 - vae_accuracy: 0.9107 - val_loss: 30.2242 - val_vae_accuracy: 0.9619 Epoch 46/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 29.9283 - vae_accuracy: 0.9107WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 29.9726 - vae_accuracy: 0.9107 - val_loss: 30.4114 - val_vae_accuracy: 0.9617 Epoch 47/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 30.1018 - vae_accuracy: 0.9107WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 30.0158 - vae_accuracy: 0.9107 - val_loss: 30.2256 - val_vae_accuracy: 0.9619 Epoch 48/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 29.8800 - vae_accuracy: 0.9108WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 29.9570 - vae_accuracy: 0.9108 - val_loss: 30.0822 - val_vae_accuracy: 0.9622 Epoch 49/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 30.0514 - vae_accuracy: 0.9106WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 29.9416 - vae_accuracy: 0.9108 - val_loss: 30.0866 - val_vae_accuracy: 0.9621 Epoch 50/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 29.9370 - vae_accuracy: 0.9107WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 29.9387 - vae_accuracy: 0.9107 - val_loss: 30.0701 - val_vae_accuracy: 0.9619 Epoch 51/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 29.9186 - vae_accuracy: 0.9107WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 29.9615 - vae_accuracy: 0.9107 - val_loss: 30.0040 - val_vae_accuracy: 0.9621 Epoch 52/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 30.0356 - vae_accuracy: 0.9108WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 29.9416 - vae_accuracy: 0.9108 - val_loss: 30.1164 - val_vae_accuracy: 0.9620 Epoch 53/4000 14600/16000 [==========================>...] - ETA: 0s - loss: 29.8914 - vae_accuracy: 0.9106WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 29.9358 - vae_accuracy: 0.9107 - val_loss: 30.1339 - val_vae_accuracy: 0.9621 Epoch 54/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 29.9621 - vae_accuracy: 0.9107WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 29.9551 - vae_accuracy: 0.9107 - val_loss: 30.2386 - val_vae_accuracy: 0.9617 Epoch 55/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 29.8810 - vae_accuracy: 0.9107WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 29.8877 - vae_accuracy: 0.9108 - val_loss: 30.2090 - val_vae_accuracy: 0.9618 Epoch 56/4000 15100/16000 [===========================>..] - ETA: 0s - loss: 29.8936 - vae_accuracy: 0.9107WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 29.9063 - vae_accuracy: 0.9108 - val_loss: 30.2005 - val_vae_accuracy: 0.9618 Epoch 57/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 29.8873 - vae_accuracy: 0.9108WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 29.8829 - vae_accuracy: 0.9108 - val_loss: 30.0759 - val_vae_accuracy: 0.9622 Epoch 58/4000 15100/16000 [===========================>..] - ETA: 0s - loss: 29.9239 - vae_accuracy: 0.9106WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 29.8735 - vae_accuracy: 0.9108 - val_loss: 30.2196 - val_vae_accuracy: 0.9619 Epoch 59/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 29.9313 - vae_accuracy: 0.9109WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 29.9538 - vae_accuracy: 0.9108 - val_loss: 30.0405 - val_vae_accuracy: 0.9622 Epoch 60/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 29.8992 - vae_accuracy: 0.9107WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 29.8833 - vae_accuracy: 0.9108 - val_loss: 30.1588 - val_vae_accuracy: 0.9620 Epoch 61/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 29.8904 - vae_accuracy: 0.9108WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 29.9271 - vae_accuracy: 0.9108 - val_loss: 30.0348 - val_vae_accuracy: 0.9620 Epoch 62/4000 16000/16000 [==============================] - ETA: 0s - loss: 29.8764 - vae_accuracy: 0.9108WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 29.8764 - vae_accuracy: 0.9108 - val_loss: 29.9864 - val_vae_accuracy: 0.9622 Epoch 63/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 29.8804 - vae_accuracy: 0.9109WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 29.8976 - vae_accuracy: 0.9108 - val_loss: 30.0993 - val_vae_accuracy: 0.9620 Epoch 64/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 30.0060 - vae_accuracy: 0.9105WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 29.8933 - vae_accuracy: 0.9108 - val_loss: 30.1644 - val_vae_accuracy: 0.9620 Epoch 65/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 29.8792 - vae_accuracy: 0.9107WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 29.8845 - vae_accuracy: 0.9108 - val_loss: 30.0577 - val_vae_accuracy: 0.9619 Epoch 66/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 29.8712 - vae_accuracy: 0.9105WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 29.8640 - vae_accuracy: 0.9108 - val_loss: 30.0487 - val_vae_accuracy: 0.9620 Epoch 67/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 29.9434 - vae_accuracy: 0.9110WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 29.8800 - vae_accuracy: 0.9108 - val_loss: 30.2174 - val_vae_accuracy: 0.9618 Epoch 68/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 29.7186 - vae_accuracy: 0.9111WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 29.8535 - vae_accuracy: 0.9109 - val_loss: 29.9654 - val_vae_accuracy: 0.9621 Epoch 69/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 29.7263 - vae_accuracy: 0.9112WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 29.8717 - vae_accuracy: 0.9108 - val_loss: 30.0690 - val_vae_accuracy: 0.9620 Epoch 70/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 29.9171 - vae_accuracy: 0.9111WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 29.8751 - vae_accuracy: 0.9108 - val_loss: 30.1366 - val_vae_accuracy: 0.9620 Epoch 71/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 29.7932 - vae_accuracy: 0.9108WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 29.8257 - vae_accuracy: 0.9109 - val_loss: 30.0800 - val_vae_accuracy: 0.9620 Epoch 72/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 29.8684 - vae_accuracy: 0.9109WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 29.8637 - vae_accuracy: 0.9108 - val_loss: 30.1222 - val_vae_accuracy: 0.9620 Epoch 73/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 29.6431 - vae_accuracy: 0.9113WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 29.8637 - vae_accuracy: 0.9108 - val_loss: 30.1141 - val_vae_accuracy: 0.9620 Epoch 74/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 29.7885 - vae_accuracy: 0.9111WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 29.7869 - vae_accuracy: 0.9109 - val_loss: 29.9954 - val_vae_accuracy: 0.9621 Epoch 75/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 29.8896 - vae_accuracy: 0.9107WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 29.8170 - vae_accuracy: 0.9109 - val_loss: 30.0606 - val_vae_accuracy: 0.9619 Epoch 76/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 29.5961 - vae_accuracy: 0.9110WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 29.6819 - vae_accuracy: 0.9111 - val_loss: 29.7299 - val_vae_accuracy: 0.9625 Epoch 77/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 29.5101 - vae_accuracy: 0.9115WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 29.564420700073242 to: 28.68333562215169 saving models 16000/16000 [==============================] - 0s 17us/sample - loss: 29.4465 - vae_accuracy: 0.9116 - val_loss: 28.6833 - val_vae_accuracy: 0.9647 Epoch 78/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 29.1980 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 29.1968 - vae_accuracy: 0.9122 - val_loss: 28.7566 - val_vae_accuracy: 0.9644 Epoch 79/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 29.1886 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 28.68333562215169 to: 28.636506610446506 saving models 16000/16000 [==============================] - 0s 14us/sample - loss: 29.1522 - vae_accuracy: 0.9121 - val_loss: 28.6365 - val_vae_accuracy: 0.9646 Epoch 80/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 29.1755 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 28.636506610446506 to: 28.56972334120009 saving models 16000/16000 [==============================] - 0s 14us/sample - loss: 29.1332 - vae_accuracy: 0.9122 - val_loss: 28.5697 - val_vae_accuracy: 0.9648 Epoch 81/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 29.1855 - vae_accuracy: 0.9120WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 28.56972334120009 to: 28.539640214708115 saving models 16000/16000 [==============================] - 0s 14us/sample - loss: 29.1367 - vae_accuracy: 0.9122 - val_loss: 28.5396 - val_vae_accuracy: 0.9646 Epoch 82/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 29.1920 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 28.539640214708115 to: 28.45588387383355 saving models 16000/16000 [==============================] - 0s 14us/sample - loss: 29.1263 - vae_accuracy: 0.9122 - val_loss: 28.4559 - val_vae_accuracy: 0.9649 Epoch 83/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 29.0610 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 29.1077 - vae_accuracy: 0.9122 - val_loss: 28.4914 - val_vae_accuracy: 0.9648 Epoch 84/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.9640 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 29.0553 - vae_accuracy: 0.9122 - val_loss: 28.4909 - val_vae_accuracy: 0.9648 Epoch 85/4000 15000/16000 [===========================>..] - ETA: 0s - loss: 29.0510 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 29.0496 - vae_accuracy: 0.9122 - val_loss: 28.4606 - val_vae_accuracy: 0.9647 Epoch 86/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 29.0913 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 29.0940 - vae_accuracy: 0.9122 - val_loss: 28.5151 - val_vae_accuracy: 0.9649 Epoch 87/4000 15600/16000 [============================>.] - ETA: 0s - loss: 29.0572 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 28.45588387383355 to: 28.278039084540474 saving models 16000/16000 [==============================] - 0s 15us/sample - loss: 29.0390 - vae_accuracy: 0.9123 - val_loss: 28.2780 - val_vae_accuracy: 0.9650 Epoch 88/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.9224 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 29.0599 - vae_accuracy: 0.9122 - val_loss: 28.5618 - val_vae_accuracy: 0.9646 Epoch 89/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 29.0915 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 29.0662 - vae_accuracy: 0.9122 - val_loss: 28.3209 - val_vae_accuracy: 0.9650 Epoch 90/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 29.1069 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 29.0405 - vae_accuracy: 0.9122 - val_loss: 28.4123 - val_vae_accuracy: 0.9649 Epoch 91/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 29.0544 - vae_accuracy: 0.9120WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 29.0267 - vae_accuracy: 0.9123 - val_loss: 28.4267 - val_vae_accuracy: 0.9648 Epoch 92/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 29.0926 - vae_accuracy: 0.9117WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 29.0814 - vae_accuracy: 0.9122 - val_loss: 28.4388 - val_vae_accuracy: 0.9651 Epoch 93/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 29.0135 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 29.0612 - vae_accuracy: 0.9122 - val_loss: 28.3953 - val_vae_accuracy: 0.9650 Epoch 94/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 29.1008 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 29.0567 - vae_accuracy: 0.9122 - val_loss: 28.3847 - val_vae_accuracy: 0.9649 Epoch 95/4000 15500/16000 [============================>.] - ETA: 0s - loss: 29.0641 - vae_accuracy: 0.9119WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 29.0546 - vae_accuracy: 0.9121 - val_loss: 28.3461 - val_vae_accuracy: 0.9649 Epoch 96/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 29.0817 - vae_accuracy: 0.9120WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 29.0420 - vae_accuracy: 0.9122 - val_loss: 28.5318 - val_vae_accuracy: 0.9650 Epoch 97/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 29.1167 - vae_accuracy: 0.9120WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 29.0272 - vae_accuracy: 0.9123 - val_loss: 28.3555 - val_vae_accuracy: 0.9651 Epoch 98/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 29.0105 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 29.0260 - vae_accuracy: 0.9123 - val_loss: 28.4684 - val_vae_accuracy: 0.9648 Epoch 99/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 29.0879 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 29.0058 - vae_accuracy: 0.9123 - val_loss: 28.3772 - val_vae_accuracy: 0.9647 Epoch 100/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 29.0055 - vae_accuracy: 0.9119WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 29.0288 - vae_accuracy: 0.9122 - val_loss: 28.5520 - val_vae_accuracy: 0.9647 Epoch 101/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 29.0035 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 29.0144 - vae_accuracy: 0.9123 - val_loss: 28.3744 - val_vae_accuracy: 0.9648 Epoch 102/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 29.0361 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 29.0457 - vae_accuracy: 0.9123 - val_loss: 28.4285 - val_vae_accuracy: 0.9648 Epoch 103/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 29.0190 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.9948 - vae_accuracy: 0.9123 - val_loss: 28.5816 - val_vae_accuracy: 0.9647 Epoch 104/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 29.1168 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 29.0346 - vae_accuracy: 0.9123 - val_loss: 28.4852 - val_vae_accuracy: 0.9648 Epoch 105/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8103 - vae_accuracy: 0.9120WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 29.0224 - vae_accuracy: 0.9123 - val_loss: 28.6614 - val_vae_accuracy: 0.9645 Epoch 106/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 29.0447 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 29.0279 - vae_accuracy: 0.9123 - val_loss: 28.2954 - val_vae_accuracy: 0.9651 Epoch 107/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 29.0513 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.9749 - vae_accuracy: 0.9123 - val_loss: 28.4727 - val_vae_accuracy: 0.9647 Epoch 108/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.9990 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.9973 - vae_accuracy: 0.9123 - val_loss: 28.4566 - val_vae_accuracy: 0.9648 Epoch 109/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 29.0277 - vae_accuracy: 0.9117WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 29.0492 - vae_accuracy: 0.9122 - val_loss: 28.3724 - val_vae_accuracy: 0.9650 Epoch 110/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.9820 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 29.0184 - vae_accuracy: 0.9122 - val_loss: 28.5725 - val_vae_accuracy: 0.9646 Epoch 111/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.9365 - vae_accuracy: 0.9120WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 29.0041 - vae_accuracy: 0.9123 - val_loss: 28.4558 - val_vae_accuracy: 0.9649 Epoch 112/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 29.0431 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.9960 - vae_accuracy: 0.9123 - val_loss: 28.3635 - val_vae_accuracy: 0.9650 Epoch 113/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.9877 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9916 - vae_accuracy: 0.9123 - val_loss: 28.3105 - val_vae_accuracy: 0.9650 Epoch 114/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 29.1455 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9884 - vae_accuracy: 0.9123 - val_loss: 28.4520 - val_vae_accuracy: 0.9647 Epoch 115/4000 14500/16000 [==========================>...] - ETA: 0s - loss: 28.9992 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9660 - vae_accuracy: 0.9123 - val_loss: 28.4327 - val_vae_accuracy: 0.9648 Epoch 116/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.9931 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 29.0281 - vae_accuracy: 0.9123 - val_loss: 28.4228 - val_vae_accuracy: 0.9649 Epoch 117/4000 14800/16000 [==========================>...] - ETA: 0s - loss: 29.0647 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 29.0100 - vae_accuracy: 0.9122 - val_loss: 28.3475 - val_vae_accuracy: 0.9649 Epoch 118/4000 11900/16000 [=====================>........] - ETA: 0s - loss: 29.0488 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 28.278039084540474 to: 28.26017994350857 saving models 16000/16000 [==============================] - 0s 15us/sample - loss: 29.0119 - vae_accuracy: 0.9123 - val_loss: 28.2602 - val_vae_accuracy: 0.9650 Epoch 119/4000 14500/16000 [==========================>...] - ETA: 0s - loss: 28.9641 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9600 - vae_accuracy: 0.9123 - val_loss: 28.3952 - val_vae_accuracy: 0.9649 Epoch 120/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.9964 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9995 - vae_accuracy: 0.9123 - val_loss: 28.4189 - val_vae_accuracy: 0.9650 Epoch 121/4000 15100/16000 [===========================>..] - ETA: 0s - loss: 29.0422 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 29.0107 - vae_accuracy: 0.9122 - val_loss: 28.3000 - val_vae_accuracy: 0.9649 Epoch 122/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.9540 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9920 - vae_accuracy: 0.9123 - val_loss: 28.4121 - val_vae_accuracy: 0.9647 Epoch 123/4000 14400/16000 [==========================>...] - ETA: 0s - loss: 29.0068 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.9908 - vae_accuracy: 0.9123 - val_loss: 28.3625 - val_vae_accuracy: 0.9648 Epoch 124/4000 15100/16000 [===========================>..] - ETA: 0s - loss: 29.0155 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9929 - vae_accuracy: 0.9123 - val_loss: 28.4800 - val_vae_accuracy: 0.9647 Epoch 125/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.9341 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9468 - vae_accuracy: 0.9123 - val_loss: 28.3046 - val_vae_accuracy: 0.9648 Epoch 126/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.9471 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9530 - vae_accuracy: 0.9123 - val_loss: 28.6342 - val_vae_accuracy: 0.9645 Epoch 127/4000 14800/16000 [==========================>...] - ETA: 0s - loss: 28.9987 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9926 - vae_accuracy: 0.9122 - val_loss: 28.5593 - val_vae_accuracy: 0.9645 Epoch 128/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.8932 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9678 - vae_accuracy: 0.9123 - val_loss: 28.3657 - val_vae_accuracy: 0.9650 Epoch 129/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.9648 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9800 - vae_accuracy: 0.9122 - val_loss: 28.3861 - val_vae_accuracy: 0.9650 Epoch 130/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 29.1349 - vae_accuracy: 0.9120WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9947 - vae_accuracy: 0.9123 - val_loss: 28.3248 - val_vae_accuracy: 0.9649 Epoch 131/4000 14500/16000 [==========================>...] - ETA: 0s - loss: 29.0228 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 29.0137 - vae_accuracy: 0.9122 - val_loss: 28.5162 - val_vae_accuracy: 0.9646 Epoch 132/4000 16000/16000 [==============================] - ETA: 0s - loss: 29.0146 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 29.0146 - vae_accuracy: 0.9123 - val_loss: 28.4050 - val_vae_accuracy: 0.9648 Epoch 133/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.9757 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9437 - vae_accuracy: 0.9123 - val_loss: 28.3391 - val_vae_accuracy: 0.9648 Epoch 134/4000 15000/16000 [===========================>..] - ETA: 0s - loss: 28.9920 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9652 - vae_accuracy: 0.9122 - val_loss: 28.2850 - val_vae_accuracy: 0.9649 Epoch 135/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.9986 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9969 - vae_accuracy: 0.9123 - val_loss: 28.4440 - val_vae_accuracy: 0.9647 Epoch 136/4000 15100/16000 [===========================>..] - ETA: 0s - loss: 28.9675 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9688 - vae_accuracy: 0.9123 - val_loss: 28.2840 - val_vae_accuracy: 0.9650 Epoch 137/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.9548 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9861 - vae_accuracy: 0.9123 - val_loss: 28.4559 - val_vae_accuracy: 0.9648 Epoch 138/4000 14600/16000 [==========================>...] - ETA: 0s - loss: 28.9609 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 29.0111 - vae_accuracy: 0.9123 - val_loss: 28.3533 - val_vae_accuracy: 0.9647 Epoch 139/4000 11900/16000 [=====================>........] - ETA: 0s - loss: 28.8963 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9772 - vae_accuracy: 0.9123 - val_loss: 28.3561 - val_vae_accuracy: 0.9650 Epoch 140/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.9679 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9788 - vae_accuracy: 0.9123 - val_loss: 28.3078 - val_vae_accuracy: 0.9650 Epoch 141/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 29.0503 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9966 - vae_accuracy: 0.9123 - val_loss: 28.3915 - val_vae_accuracy: 0.9649 Epoch 142/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.9291 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9986 - vae_accuracy: 0.9122 - val_loss: 28.2845 - val_vae_accuracy: 0.9650 Epoch 143/4000 14700/16000 [==========================>...] - ETA: 0s - loss: 28.9700 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 29.0167 - vae_accuracy: 0.9122 - val_loss: 28.3249 - val_vae_accuracy: 0.9650 Epoch 144/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 29.0353 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 29.0257 - vae_accuracy: 0.9122 - val_loss: 28.4101 - val_vae_accuracy: 0.9647 Epoch 145/4000 14700/16000 [==========================>...] - ETA: 0s - loss: 28.9575 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9997 - vae_accuracy: 0.9123 - val_loss: 28.4873 - val_vae_accuracy: 0.9647 Epoch 146/4000 14000/16000 [=========================>....] - ETA: 0s - loss: 28.9739 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 29.0030 - vae_accuracy: 0.9123 - val_loss: 28.5982 - val_vae_accuracy: 0.9645 Epoch 147/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.9968 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 29.0092 - vae_accuracy: 0.9122 - val_loss: 28.3860 - val_vae_accuracy: 0.9649 Epoch 148/4000 14300/16000 [=========================>....] - ETA: 0s - loss: 29.0680 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 29.0080 - vae_accuracy: 0.9123 - val_loss: 28.3812 - val_vae_accuracy: 0.9649 Epoch 149/4000 14500/16000 [==========================>...] - ETA: 0s - loss: 28.9972 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.9696 - vae_accuracy: 0.9123 - val_loss: 28.4108 - val_vae_accuracy: 0.9650 Epoch 150/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 29.0325 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 29.0349 - vae_accuracy: 0.9122 - val_loss: 28.5670 - val_vae_accuracy: 0.9646 Epoch 151/4000 14400/16000 [==========================>...] - ETA: 0s - loss: 29.0327 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.9853 - vae_accuracy: 0.9123 - val_loss: 28.2755 - val_vae_accuracy: 0.9650 Epoch 152/4000 14800/16000 [==========================>...] - ETA: 0s - loss: 29.0348 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9857 - vae_accuracy: 0.9123 - val_loss: 28.3022 - val_vae_accuracy: 0.9648 Epoch 153/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 29.0807 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.9606 - vae_accuracy: 0.9123 - val_loss: 28.5856 - val_vae_accuracy: 0.9644 Epoch 154/4000 15000/16000 [===========================>..] - ETA: 0s - loss: 29.0113 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9599 - vae_accuracy: 0.9123 - val_loss: 28.4284 - val_vae_accuracy: 0.9648 Epoch 155/4000 14700/16000 [==========================>...] - ETA: 0s - loss: 28.8834 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9429 - vae_accuracy: 0.9123 - val_loss: 28.3372 - val_vae_accuracy: 0.9649 Epoch 156/4000 11800/16000 [=====================>........] - ETA: 0s - loss: 28.9108 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9442 - vae_accuracy: 0.9123 - val_loss: 28.4313 - val_vae_accuracy: 0.9647 Epoch 157/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.9027 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.9616 - vae_accuracy: 0.9123 - val_loss: 28.2840 - val_vae_accuracy: 0.9650 Epoch 158/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.8140 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9611 - vae_accuracy: 0.9123 - val_loss: 28.3407 - val_vae_accuracy: 0.9647 Epoch 159/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 29.1078 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9907 - vae_accuracy: 0.9123 - val_loss: 28.3594 - val_vae_accuracy: 0.9648 Epoch 160/4000 11900/16000 [=====================>........] - ETA: 0s - loss: 28.9650 - vae_accuracy: 0.9119WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9558 - vae_accuracy: 0.9123 - val_loss: 28.3225 - val_vae_accuracy: 0.9649 Epoch 161/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.9226 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9692 - vae_accuracy: 0.9123 - val_loss: 28.3858 - val_vae_accuracy: 0.9648 Epoch 162/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.9345 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9679 - vae_accuracy: 0.9123 - val_loss: 28.2961 - val_vae_accuracy: 0.9649 Epoch 163/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.9297 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9552 - vae_accuracy: 0.9123 - val_loss: 28.3100 - val_vae_accuracy: 0.9648 Epoch 164/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.9539 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9736 - vae_accuracy: 0.9123 - val_loss: 28.3473 - val_vae_accuracy: 0.9648 Epoch 165/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.9864 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9717 - vae_accuracy: 0.9123 - val_loss: 28.4285 - val_vae_accuracy: 0.9649 Epoch 166/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.9065 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9579 - vae_accuracy: 0.9123 - val_loss: 28.3995 - val_vae_accuracy: 0.9648 Epoch 167/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.8815 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9568 - vae_accuracy: 0.9123 - val_loss: 28.5872 - val_vae_accuracy: 0.9645 Epoch 168/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.9067 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9512 - vae_accuracy: 0.9123 - val_loss: 28.4885 - val_vae_accuracy: 0.9646 Epoch 169/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.9608 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9453 - vae_accuracy: 0.9123 - val_loss: 28.4008 - val_vae_accuracy: 0.9648 Epoch 170/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.9686 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9686 - vae_accuracy: 0.9124 - val_loss: 28.4494 - val_vae_accuracy: 0.9647 Epoch 171/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.9253 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9425 - vae_accuracy: 0.9124 - val_loss: 28.4092 - val_vae_accuracy: 0.9647 Epoch 172/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.9854 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 28.26017994350857 to: 28.245238410101997 saving models 16000/16000 [==============================] - 0s 16us/sample - loss: 28.9948 - vae_accuracy: 0.9122 - val_loss: 28.2452 - val_vae_accuracy: 0.9649 Epoch 173/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.8612 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.9583 - vae_accuracy: 0.9123 - val_loss: 28.5099 - val_vae_accuracy: 0.9647 Epoch 174/4000 14600/16000 [==========================>...] - ETA: 0s - loss: 28.9426 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.9882 - vae_accuracy: 0.9123 - val_loss: 28.5081 - val_vae_accuracy: 0.9645 Epoch 175/4000 15100/16000 [===========================>..] - ETA: 0s - loss: 28.9146 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 28.245238410101997 to: 28.231236351860893 saving models 16000/16000 [==============================] - 0s 16us/sample - loss: 28.9329 - vae_accuracy: 0.9123 - val_loss: 28.2312 - val_vae_accuracy: 0.9650 Epoch 176/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 28.9649 - vae_accuracy: 0.9120WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.9819 - vae_accuracy: 0.9123 - val_loss: 28.5543 - val_vae_accuracy: 0.9646 Epoch 177/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.9418 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 28.231236351860893 to: 28.214060465494793 saving models 16000/16000 [==============================] - 0s 16us/sample - loss: 28.9349 - vae_accuracy: 0.9123 - val_loss: 28.2141 - val_vae_accuracy: 0.9649 Epoch 178/4000 14500/16000 [==========================>...] - ETA: 0s - loss: 28.9456 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.9631 - vae_accuracy: 0.9123 - val_loss: 28.4062 - val_vae_accuracy: 0.9648 Epoch 179/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.8441 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9823 - vae_accuracy: 0.9123 - val_loss: 28.3598 - val_vae_accuracy: 0.9649 Epoch 180/4000 14300/16000 [=========================>....] - ETA: 0s - loss: 28.9429 - vae_accuracy: 0.9118WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.9433 - vae_accuracy: 0.9123 - val_loss: 28.3481 - val_vae_accuracy: 0.9647 Epoch 181/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.8687 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9218 - vae_accuracy: 0.9123 - val_loss: 28.2746 - val_vae_accuracy: 0.9651 Epoch 182/4000 14400/16000 [==========================>...] - ETA: 0s - loss: 28.9448 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.9247 - vae_accuracy: 0.9124 - val_loss: 28.3257 - val_vae_accuracy: 0.9648 Epoch 183/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.9193 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9190 - vae_accuracy: 0.9123 - val_loss: 28.3349 - val_vae_accuracy: 0.9648 Epoch 184/4000 14700/16000 [==========================>...] - ETA: 0s - loss: 28.8876 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.9591 - vae_accuracy: 0.9123 - val_loss: 28.4047 - val_vae_accuracy: 0.9650 Epoch 185/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.9321 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9341 - vae_accuracy: 0.9123 - val_loss: 28.3517 - val_vae_accuracy: 0.9648 Epoch 186/4000 14300/16000 [=========================>....] - ETA: 0s - loss: 28.9750 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.9293 - vae_accuracy: 0.9124 - val_loss: 28.4919 - val_vae_accuracy: 0.9650 Epoch 187/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.9458 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9212 - vae_accuracy: 0.9124 - val_loss: 28.3456 - val_vae_accuracy: 0.9648 Epoch 188/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.9196 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9407 - vae_accuracy: 0.9124 - val_loss: 28.3853 - val_vae_accuracy: 0.9648 Epoch 189/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.8148 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.9539 - vae_accuracy: 0.9123 - val_loss: 28.3317 - val_vae_accuracy: 0.9648 Epoch 190/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 28.8375 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.9343 - vae_accuracy: 0.9124 - val_loss: 28.2664 - val_vae_accuracy: 0.9650 Epoch 191/4000 14300/16000 [=========================>....] - ETA: 0s - loss: 29.0212 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.9816 - vae_accuracy: 0.9123 - val_loss: 28.3529 - val_vae_accuracy: 0.9649 Epoch 192/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.9545 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9352 - vae_accuracy: 0.9124 - val_loss: 28.2909 - val_vae_accuracy: 0.9649 Epoch 193/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 29.0416 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.9479 - vae_accuracy: 0.9123 - val_loss: 28.4137 - val_vae_accuracy: 0.9647 Epoch 194/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.9463 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9372 - vae_accuracy: 0.9123 - val_loss: 28.4581 - val_vae_accuracy: 0.9647 Epoch 195/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.9513 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.9564 - vae_accuracy: 0.9123 - val_loss: 28.3342 - val_vae_accuracy: 0.9649 Epoch 196/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.8890 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9354 - vae_accuracy: 0.9123 - val_loss: 28.3835 - val_vae_accuracy: 0.9649 Epoch 197/4000 14600/16000 [==========================>...] - ETA: 0s - loss: 28.8823 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8968 - vae_accuracy: 0.9124 - val_loss: 28.3882 - val_vae_accuracy: 0.9649 Epoch 198/4000 14700/16000 [==========================>...] - ETA: 0s - loss: 28.9929 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.9492 - vae_accuracy: 0.9123 - val_loss: 28.3636 - val_vae_accuracy: 0.9648 Epoch 199/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.9824 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.9180 - vae_accuracy: 0.9123 - val_loss: 28.3675 - val_vae_accuracy: 0.9648 Epoch 200/4000 14500/16000 [==========================>...] - ETA: 0s - loss: 28.8874 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.9214 - vae_accuracy: 0.9124 - val_loss: 28.4258 - val_vae_accuracy: 0.9648 Epoch 201/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.9037 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9103 - vae_accuracy: 0.9123 - val_loss: 28.4550 - val_vae_accuracy: 0.9647 Epoch 202/4000 14700/16000 [==========================>...] - ETA: 0s - loss: 28.8892 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9124 - vae_accuracy: 0.9124 - val_loss: 28.4194 - val_vae_accuracy: 0.9647 Epoch 203/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.9728 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9462 - vae_accuracy: 0.9123 - val_loss: 28.3084 - val_vae_accuracy: 0.9650 Epoch 204/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.9331 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.9227 - vae_accuracy: 0.9124 - val_loss: 28.3797 - val_vae_accuracy: 0.9648 Epoch 205/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.9285 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9186 - vae_accuracy: 0.9124 - val_loss: 28.4434 - val_vae_accuracy: 0.9648 Epoch 206/4000 14300/16000 [=========================>....] - ETA: 0s - loss: 28.9728 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.9284 - vae_accuracy: 0.9123 - val_loss: 28.2784 - val_vae_accuracy: 0.9650 Epoch 207/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.9316 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9202 - vae_accuracy: 0.9124 - val_loss: 28.2690 - val_vae_accuracy: 0.9650 Epoch 208/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.9306 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.9362 - vae_accuracy: 0.9123 - val_loss: 28.3226 - val_vae_accuracy: 0.9649 Epoch 209/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.8905 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9512 - vae_accuracy: 0.9123 - val_loss: 28.5273 - val_vae_accuracy: 0.9648 Epoch 210/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.9500 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.9608 - vae_accuracy: 0.9123 - val_loss: 28.3764 - val_vae_accuracy: 0.9647 Epoch 211/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.9932 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9245 - vae_accuracy: 0.9123 - val_loss: 28.3127 - val_vae_accuracy: 0.9648 Epoch 212/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.9069 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9367 - vae_accuracy: 0.9123 - val_loss: 28.3464 - val_vae_accuracy: 0.9647 Epoch 213/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.9654 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9421 - vae_accuracy: 0.9123 - val_loss: 28.3334 - val_vae_accuracy: 0.9649 Epoch 214/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 29.0208 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8992 - vae_accuracy: 0.9123 - val_loss: 28.2937 - val_vae_accuracy: 0.9649 Epoch 215/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.9627 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9490 - vae_accuracy: 0.9123 - val_loss: 28.5739 - val_vae_accuracy: 0.9647 Epoch 216/4000 11800/16000 [=====================>........] - ETA: 0s - loss: 28.7923 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9430 - vae_accuracy: 0.9123 - val_loss: 28.3312 - val_vae_accuracy: 0.9650 Epoch 217/4000 14800/16000 [==========================>...] - ETA: 0s - loss: 28.9281 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.9904 - vae_accuracy: 0.9123 - val_loss: 28.2836 - val_vae_accuracy: 0.9649 Epoch 218/4000 14300/16000 [=========================>....] - ETA: 0s - loss: 28.9570 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.9480 - vae_accuracy: 0.9123 - val_loss: 28.3723 - val_vae_accuracy: 0.9649 Epoch 219/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 29.0092 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9428 - vae_accuracy: 0.9123 - val_loss: 28.2914 - val_vae_accuracy: 0.9648 Epoch 220/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.9089 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9089 - vae_accuracy: 0.9123 - val_loss: 28.4667 - val_vae_accuracy: 0.9648 Epoch 221/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 29.0768 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9541 - vae_accuracy: 0.9123 - val_loss: 28.3407 - val_vae_accuracy: 0.9650 Epoch 222/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.9423 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9385 - vae_accuracy: 0.9123 - val_loss: 28.4497 - val_vae_accuracy: 0.9646 Epoch 223/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.8718 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.9284 - vae_accuracy: 0.9124 - val_loss: 28.3499 - val_vae_accuracy: 0.9648 Epoch 224/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.9820 - vae_accuracy: 0.9119WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9556 - vae_accuracy: 0.9123 - val_loss: 28.3163 - val_vae_accuracy: 0.9648 Epoch 225/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.9216 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9398 - vae_accuracy: 0.9123 - val_loss: 28.3978 - val_vae_accuracy: 0.9649 Epoch 226/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 29.0197 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9720 - vae_accuracy: 0.9124 - val_loss: 28.3376 - val_vae_accuracy: 0.9648 Epoch 227/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.9477 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9477 - vae_accuracy: 0.9123 - val_loss: 28.4766 - val_vae_accuracy: 0.9647 Epoch 228/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.9022 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8777 - vae_accuracy: 0.9124 - val_loss: 28.3217 - val_vae_accuracy: 0.9649 Epoch 229/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.9521 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9463 - vae_accuracy: 0.9124 - val_loss: 28.3957 - val_vae_accuracy: 0.9649 Epoch 230/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.9706 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9649 - vae_accuracy: 0.9123 - val_loss: 28.4132 - val_vae_accuracy: 0.9650 Epoch 231/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.9674 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.9525 - vae_accuracy: 0.9124 - val_loss: 28.5384 - val_vae_accuracy: 0.9646 Epoch 232/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.8008 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8918 - vae_accuracy: 0.9124 - val_loss: 28.3477 - val_vae_accuracy: 0.9647 Epoch 233/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 28.9240 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.9079 - vae_accuracy: 0.9124 - val_loss: 28.2266 - val_vae_accuracy: 0.9650 Epoch 234/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.9329 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 17us/sample - loss: 28.9337 - vae_accuracy: 0.9124 - val_loss: 28.3591 - val_vae_accuracy: 0.9647 Epoch 235/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.9512 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9603 - vae_accuracy: 0.9123 - val_loss: 28.3840 - val_vae_accuracy: 0.9649 Epoch 236/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.8506 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.9191 - vae_accuracy: 0.9124 - val_loss: 28.3857 - val_vae_accuracy: 0.9649 Epoch 237/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.8960 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.9115 - vae_accuracy: 0.9124 - val_loss: 28.3377 - val_vae_accuracy: 0.9649 Epoch 238/4000 14300/16000 [=========================>....] - ETA: 0s - loss: 28.8669 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.9556 - vae_accuracy: 0.9123 - val_loss: 28.2544 - val_vae_accuracy: 0.9650 Epoch 239/4000 14500/16000 [==========================>...] - ETA: 0s - loss: 28.9378 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 28.214060465494793 to: 28.172807481553818 saving models 16000/16000 [==============================] - 0s 16us/sample - loss: 28.9617 - vae_accuracy: 0.9123 - val_loss: 28.1728 - val_vae_accuracy: 0.9651 Epoch 240/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.9288 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9455 - vae_accuracy: 0.9123 - val_loss: 28.5137 - val_vae_accuracy: 0.9647 Epoch 241/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.9223 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9774 - vae_accuracy: 0.9123 - val_loss: 28.5655 - val_vae_accuracy: 0.9645 Epoch 242/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.9411 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9251 - vae_accuracy: 0.9124 - val_loss: 28.3460 - val_vae_accuracy: 0.9648 Epoch 243/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.9278 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9381 - vae_accuracy: 0.9123 - val_loss: 28.3507 - val_vae_accuracy: 0.9649 Epoch 244/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.9172 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9102 - vae_accuracy: 0.9124 - val_loss: 28.4468 - val_vae_accuracy: 0.9647 Epoch 245/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.9011 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9051 - vae_accuracy: 0.9123 - val_loss: 28.4257 - val_vae_accuracy: 0.9646 Epoch 246/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 29.0921 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.9875 - vae_accuracy: 0.9123 - val_loss: 28.3709 - val_vae_accuracy: 0.9649 Epoch 247/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.9216 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9094 - vae_accuracy: 0.9124 - val_loss: 28.3264 - val_vae_accuracy: 0.9648 Epoch 248/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.8973 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8970 - vae_accuracy: 0.9123 - val_loss: 28.2474 - val_vae_accuracy: 0.9649 Epoch 249/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.8995 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9208 - vae_accuracy: 0.9123 - val_loss: 28.3021 - val_vae_accuracy: 0.9648 Epoch 250/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8953 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9038 - vae_accuracy: 0.9123 - val_loss: 28.3410 - val_vae_accuracy: 0.9650 Epoch 251/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.9697 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9505 - vae_accuracy: 0.9123 - val_loss: 28.3819 - val_vae_accuracy: 0.9648 Epoch 252/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.9156 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9337 - vae_accuracy: 0.9123 - val_loss: 28.4347 - val_vae_accuracy: 0.9646 Epoch 253/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.9313 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9147 - vae_accuracy: 0.9124 - val_loss: 28.3692 - val_vae_accuracy: 0.9648 Epoch 254/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.9590 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9153 - vae_accuracy: 0.9123 - val_loss: 28.4275 - val_vae_accuracy: 0.9648 Epoch 255/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.9053 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8955 - vae_accuracy: 0.9124 - val_loss: 28.4852 - val_vae_accuracy: 0.9646 Epoch 256/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.9103 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9099 - vae_accuracy: 0.9124 - val_loss: 28.3046 - val_vae_accuracy: 0.9651 Epoch 257/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.8250 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8855 - vae_accuracy: 0.9124 - val_loss: 28.3437 - val_vae_accuracy: 0.9649 Epoch 258/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.9507 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9180 - vae_accuracy: 0.9123 - val_loss: 28.4026 - val_vae_accuracy: 0.9648 Epoch 259/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.9237 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9237 - vae_accuracy: 0.9124 - val_loss: 28.3982 - val_vae_accuracy: 0.9648 Epoch 260/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.9580 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9057 - vae_accuracy: 0.9124 - val_loss: 28.2578 - val_vae_accuracy: 0.9650 Epoch 261/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.8648 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8934 - vae_accuracy: 0.9123 - val_loss: 28.3303 - val_vae_accuracy: 0.9648 Epoch 262/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.9801 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9548 - vae_accuracy: 0.9123 - val_loss: 28.4859 - val_vae_accuracy: 0.9647 Epoch 263/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.8848 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9296 - vae_accuracy: 0.9123 - val_loss: 28.3312 - val_vae_accuracy: 0.9649 Epoch 264/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.9102 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9102 - vae_accuracy: 0.9123 - val_loss: 28.4699 - val_vae_accuracy: 0.9645 Epoch 265/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.8744 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9439 - vae_accuracy: 0.9124 - val_loss: 28.3272 - val_vae_accuracy: 0.9650 Epoch 266/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 29.0102 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.9162 - vae_accuracy: 0.9123 - val_loss: 28.4396 - val_vae_accuracy: 0.9647 Epoch 267/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.9140 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.9643 - vae_accuracy: 0.9123 - val_loss: 28.4252 - val_vae_accuracy: 0.9649 Epoch 268/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 29.0278 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.9524 - vae_accuracy: 0.9123 - val_loss: 28.3574 - val_vae_accuracy: 0.9648 Epoch 269/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.9595 - vae_accuracy: 0.9120WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.9055 - vae_accuracy: 0.9124 - val_loss: 28.2643 - val_vae_accuracy: 0.9650 Epoch 270/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.9501 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9428 - vae_accuracy: 0.9124 - val_loss: 28.4461 - val_vae_accuracy: 0.9645 Epoch 271/4000 14300/16000 [=========================>....] - ETA: 0s - loss: 28.9009 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.9257 - vae_accuracy: 0.9123 - val_loss: 28.4520 - val_vae_accuracy: 0.9648 Epoch 272/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.9447 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9398 - vae_accuracy: 0.9124 - val_loss: 28.3325 - val_vae_accuracy: 0.9648 Epoch 273/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.9075 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8842 - vae_accuracy: 0.9124 - val_loss: 28.2481 - val_vae_accuracy: 0.9649 Epoch 274/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.9174 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9174 - vae_accuracy: 0.9123 - val_loss: 28.4817 - val_vae_accuracy: 0.9646 Epoch 275/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8997 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9267 - vae_accuracy: 0.9123 - val_loss: 28.5407 - val_vae_accuracy: 0.9646 Epoch 276/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.9364 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9212 - vae_accuracy: 0.9123 - val_loss: 28.3005 - val_vae_accuracy: 0.9650 Epoch 277/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.9125 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.9167 - vae_accuracy: 0.9124 - val_loss: 28.3370 - val_vae_accuracy: 0.9650 Epoch 278/4000 14500/16000 [==========================>...] - ETA: 0s - loss: 28.8695 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.9102 - vae_accuracy: 0.9124 - val_loss: 28.4538 - val_vae_accuracy: 0.9647 Epoch 279/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.9632 - vae_accuracy: 0.9119WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8971 - vae_accuracy: 0.9124 - val_loss: 28.4308 - val_vae_accuracy: 0.9649 Epoch 280/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.9700 - vae_accuracy: 0.9118WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9069 - vae_accuracy: 0.9124 - val_loss: 28.4385 - val_vae_accuracy: 0.9646 Epoch 281/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.9636 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9395 - vae_accuracy: 0.9123 - val_loss: 28.3393 - val_vae_accuracy: 0.9648 Epoch 282/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.9430 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9313 - vae_accuracy: 0.9124 - val_loss: 28.4315 - val_vae_accuracy: 0.9647 Epoch 283/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.8836 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9080 - vae_accuracy: 0.9123 - val_loss: 28.3259 - val_vae_accuracy: 0.9649 Epoch 284/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.9472 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9363 - vae_accuracy: 0.9123 - val_loss: 28.2707 - val_vae_accuracy: 0.9650 Epoch 285/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.9129 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9158 - vae_accuracy: 0.9123 - val_loss: 28.5122 - val_vae_accuracy: 0.9646 Epoch 286/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.9809 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9451 - vae_accuracy: 0.9123 - val_loss: 28.2841 - val_vae_accuracy: 0.9648 Epoch 287/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.9339 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9453 - vae_accuracy: 0.9123 - val_loss: 28.3093 - val_vae_accuracy: 0.9650 Epoch 288/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.8948 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.9166 - vae_accuracy: 0.9123 - val_loss: 28.4645 - val_vae_accuracy: 0.9647 Epoch 289/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.9250 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9246 - vae_accuracy: 0.9123 - val_loss: 28.3981 - val_vae_accuracy: 0.9647 Epoch 290/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 29.0364 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9379 - vae_accuracy: 0.9124 - val_loss: 28.3928 - val_vae_accuracy: 0.9648 Epoch 291/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.9663 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.9404 - vae_accuracy: 0.9123 - val_loss: 28.4759 - val_vae_accuracy: 0.9647 Epoch 292/4000 14800/16000 [==========================>...] - ETA: 0s - loss: 28.8820 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9189 - vae_accuracy: 0.9124 - val_loss: 28.2738 - val_vae_accuracy: 0.9649 Epoch 293/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.9392 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9392 - vae_accuracy: 0.9123 - val_loss: 28.3365 - val_vae_accuracy: 0.9647 Epoch 294/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.9752 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9332 - vae_accuracy: 0.9124 - val_loss: 28.3505 - val_vae_accuracy: 0.9650 Epoch 295/4000 14500/16000 [==========================>...] - ETA: 0s - loss: 28.8665 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.9220 - vae_accuracy: 0.9123 - val_loss: 28.5255 - val_vae_accuracy: 0.9645 Epoch 296/4000 15100/16000 [===========================>..] - ETA: 0s - loss: 28.9414 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9365 - vae_accuracy: 0.9123 - val_loss: 28.3256 - val_vae_accuracy: 0.9650 Epoch 297/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.9015 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8873 - vae_accuracy: 0.9124 - val_loss: 28.2915 - val_vae_accuracy: 0.9649 Epoch 298/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.9119 - vae_accuracy: 0.9120WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9413 - vae_accuracy: 0.9124 - val_loss: 28.3024 - val_vae_accuracy: 0.9650 Epoch 299/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.9595 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9595 - vae_accuracy: 0.9124 - val_loss: 28.3329 - val_vae_accuracy: 0.9649 Epoch 300/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.9024 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9117 - vae_accuracy: 0.9124 - val_loss: 28.4761 - val_vae_accuracy: 0.9646 Epoch 301/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.9550 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9312 - vae_accuracy: 0.9123 - val_loss: 28.5123 - val_vae_accuracy: 0.9644 Epoch 302/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.9471 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9403 - vae_accuracy: 0.9124 - val_loss: 28.3653 - val_vae_accuracy: 0.9649 Epoch 303/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.9847 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9641 - vae_accuracy: 0.9123 - val_loss: 28.4134 - val_vae_accuracy: 0.9647 Epoch 304/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.9461 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9203 - vae_accuracy: 0.9123 - val_loss: 28.2554 - val_vae_accuracy: 0.9650 Epoch 305/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.9047 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8958 - vae_accuracy: 0.9123 - val_loss: 28.3385 - val_vae_accuracy: 0.9648 Epoch 306/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.8666 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9121 - vae_accuracy: 0.9123 - val_loss: 28.3670 - val_vae_accuracy: 0.9648 Epoch 307/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.9031 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8809 - vae_accuracy: 0.9124 - val_loss: 28.2659 - val_vae_accuracy: 0.9649 Epoch 308/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.8680 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9499 - vae_accuracy: 0.9123 - val_loss: 28.4301 - val_vae_accuracy: 0.9649 Epoch 309/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.8906 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9475 - vae_accuracy: 0.9123 - val_loss: 28.3846 - val_vae_accuracy: 0.9647 Epoch 310/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.8568 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9229 - vae_accuracy: 0.9123 - val_loss: 28.3636 - val_vae_accuracy: 0.9649 Epoch 311/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.9173 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 17us/sample - loss: 28.9173 - vae_accuracy: 0.9123 - val_loss: 28.3712 - val_vae_accuracy: 0.9648 Epoch 312/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.9383 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.9414 - vae_accuracy: 0.9124 - val_loss: 28.3191 - val_vae_accuracy: 0.9649 Epoch 313/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8789 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9054 - vae_accuracy: 0.9123 - val_loss: 28.4087 - val_vae_accuracy: 0.9648 Epoch 314/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.8893 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9056 - vae_accuracy: 0.9124 - val_loss: 28.4025 - val_vae_accuracy: 0.9649 Epoch 315/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.8906 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8821 - vae_accuracy: 0.9124 - val_loss: 28.3297 - val_vae_accuracy: 0.9649 Epoch 316/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.9846 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9515 - vae_accuracy: 0.9123 - val_loss: 28.4127 - val_vae_accuracy: 0.9647 Epoch 317/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.9424 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9079 - vae_accuracy: 0.9124 - val_loss: 28.2237 - val_vae_accuracy: 0.9651 Epoch 318/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.8907 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9275 - vae_accuracy: 0.9124 - val_loss: 28.4124 - val_vae_accuracy: 0.9647 Epoch 319/4000 15000/16000 [===========================>..] - ETA: 0s - loss: 28.9582 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9097 - vae_accuracy: 0.9124 - val_loss: 28.3104 - val_vae_accuracy: 0.9648 Epoch 320/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.9480 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9115 - vae_accuracy: 0.9124 - val_loss: 28.4528 - val_vae_accuracy: 0.9647 Epoch 321/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.9290 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9511 - vae_accuracy: 0.9123 - val_loss: 28.3008 - val_vae_accuracy: 0.9650 Epoch 322/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.9316 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9155 - vae_accuracy: 0.9124 - val_loss: 28.2602 - val_vae_accuracy: 0.9649 Epoch 323/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.9251 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9399 - vae_accuracy: 0.9123 - val_loss: 28.4335 - val_vae_accuracy: 0.9647 Epoch 324/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.9494 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9377 - vae_accuracy: 0.9123 - val_loss: 28.4645 - val_vae_accuracy: 0.9646 Epoch 325/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.9059 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9077 - vae_accuracy: 0.9123 - val_loss: 28.3653 - val_vae_accuracy: 0.9649 Epoch 326/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.9004 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9037 - vae_accuracy: 0.9124 - val_loss: 28.4312 - val_vae_accuracy: 0.9648 Epoch 327/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.9686 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9194 - vae_accuracy: 0.9123 - val_loss: 28.3370 - val_vae_accuracy: 0.9650 Epoch 328/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.9053 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9180 - vae_accuracy: 0.9124 - val_loss: 28.3304 - val_vae_accuracy: 0.9648 Epoch 329/4000 15000/16000 [===========================>..] - ETA: 0s - loss: 28.8290 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8982 - vae_accuracy: 0.9124 - val_loss: 28.2391 - val_vae_accuracy: 0.9650 Epoch 330/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.8965 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9115 - vae_accuracy: 0.9123 - val_loss: 28.3708 - val_vae_accuracy: 0.9649 Epoch 331/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.7921 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9200 - vae_accuracy: 0.9124 - val_loss: 28.3796 - val_vae_accuracy: 0.9648 Epoch 332/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.8822 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 28.172807481553818 to: 28.11304982503255 saving models 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8843 - vae_accuracy: 0.9123 - val_loss: 28.1130 - val_vae_accuracy: 0.9651 Epoch 333/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.9060 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8936 - vae_accuracy: 0.9124 - val_loss: 28.3176 - val_vae_accuracy: 0.9649 Epoch 334/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.9635 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9217 - vae_accuracy: 0.9123 - val_loss: 28.3585 - val_vae_accuracy: 0.9650 Epoch 335/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.9729 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9609 - vae_accuracy: 0.9124 - val_loss: 28.4568 - val_vae_accuracy: 0.9649 Epoch 336/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.9629 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9257 - vae_accuracy: 0.9124 - val_loss: 28.3597 - val_vae_accuracy: 0.9649 Epoch 337/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.9100 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8825 - vae_accuracy: 0.9125 - val_loss: 28.3051 - val_vae_accuracy: 0.9650 Epoch 338/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.8853 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9102 - vae_accuracy: 0.9124 - val_loss: 28.3846 - val_vae_accuracy: 0.9649 Epoch 339/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.9024 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8877 - vae_accuracy: 0.9124 - val_loss: 28.4509 - val_vae_accuracy: 0.9648 Epoch 340/4000 14600/16000 [==========================>...] - ETA: 0s - loss: 28.9484 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9303 - vae_accuracy: 0.9123 - val_loss: 28.3436 - val_vae_accuracy: 0.9647 Epoch 341/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 28.8139 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.9008 - vae_accuracy: 0.9124 - val_loss: 28.3245 - val_vae_accuracy: 0.9650 Epoch 342/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.8964 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8795 - vae_accuracy: 0.9124 - val_loss: 28.4469 - val_vae_accuracy: 0.9647 Epoch 343/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.9578 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9151 - vae_accuracy: 0.9124 - val_loss: 28.3733 - val_vae_accuracy: 0.9648 Epoch 344/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 28.9212 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.9237 - vae_accuracy: 0.9123 - val_loss: 28.4116 - val_vae_accuracy: 0.9647 Epoch 345/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.8452 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 18us/sample - loss: 28.8916 - vae_accuracy: 0.9124 - val_loss: 28.5309 - val_vae_accuracy: 0.9645 Epoch 346/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.9216 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9148 - vae_accuracy: 0.9124 - val_loss: 28.3858 - val_vae_accuracy: 0.9649 Epoch 347/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 29.0114 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9287 - vae_accuracy: 0.9123 - val_loss: 28.2971 - val_vae_accuracy: 0.9648 Epoch 348/4000 11700/16000 [====================>.........] - ETA: 0s - loss: 28.8818 - vae_accuracy: 0.9120WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9102 - vae_accuracy: 0.9124 - val_loss: 28.3511 - val_vae_accuracy: 0.9648 Epoch 349/4000 14000/16000 [=========================>....] - ETA: 0s - loss: 28.8709 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.9066 - vae_accuracy: 0.9124 - val_loss: 28.4183 - val_vae_accuracy: 0.9648 Epoch 350/4000 14000/16000 [=========================>....] - ETA: 0s - loss: 28.8691 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8908 - vae_accuracy: 0.9124 - val_loss: 28.3737 - val_vae_accuracy: 0.9649 Epoch 351/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.9891 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.9131 - vae_accuracy: 0.9124 - val_loss: 28.4517 - val_vae_accuracy: 0.9647 Epoch 352/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.8092 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.9112 - vae_accuracy: 0.9123 - val_loss: 28.4093 - val_vae_accuracy: 0.9647 Epoch 353/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.8753 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8916 - vae_accuracy: 0.9124 - val_loss: 28.3638 - val_vae_accuracy: 0.9647 Epoch 354/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.9799 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8897 - vae_accuracy: 0.9123 - val_loss: 28.3513 - val_vae_accuracy: 0.9648 Epoch 355/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.9241 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8891 - vae_accuracy: 0.9124 - val_loss: 28.4183 - val_vae_accuracy: 0.9649 Epoch 356/4000 14000/16000 [=========================>....] - ETA: 0s - loss: 28.8062 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8796 - vae_accuracy: 0.9124 - val_loss: 28.3279 - val_vae_accuracy: 0.9649 Epoch 357/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 28.8911 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8938 - vae_accuracy: 0.9124 - val_loss: 28.3550 - val_vae_accuracy: 0.9648 Epoch 358/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 28.8221 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.9080 - vae_accuracy: 0.9123 - val_loss: 28.3609 - val_vae_accuracy: 0.9648 Epoch 359/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.7860 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8605 - vae_accuracy: 0.9124 - val_loss: 28.3074 - val_vae_accuracy: 0.9649 Epoch 360/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.8885 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.9144 - vae_accuracy: 0.9124 - val_loss: 28.3622 - val_vae_accuracy: 0.9648 Epoch 361/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.8335 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8966 - vae_accuracy: 0.9124 - val_loss: 28.4043 - val_vae_accuracy: 0.9648 Epoch 362/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.8518 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8802 - vae_accuracy: 0.9124 - val_loss: 28.4392 - val_vae_accuracy: 0.9648 Epoch 363/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.9048 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8712 - vae_accuracy: 0.9124 - val_loss: 28.3215 - val_vae_accuracy: 0.9649 Epoch 364/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.9704 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8940 - vae_accuracy: 0.9123 - val_loss: 28.2053 - val_vae_accuracy: 0.9651 Epoch 365/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.8888 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8748 - vae_accuracy: 0.9124 - val_loss: 28.4187 - val_vae_accuracy: 0.9649 Epoch 366/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 29.1579 - vae_accuracy: 0.9120WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.9356 - vae_accuracy: 0.9123 - val_loss: 28.4400 - val_vae_accuracy: 0.9647 Epoch 367/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 28.8281 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8644 - vae_accuracy: 0.9124 - val_loss: 28.4687 - val_vae_accuracy: 0.9647 Epoch 368/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.9695 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.9006 - vae_accuracy: 0.9124 - val_loss: 28.4066 - val_vae_accuracy: 0.9647 Epoch 369/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 29.0085 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.9081 - vae_accuracy: 0.9124 - val_loss: 28.4254 - val_vae_accuracy: 0.9647 Epoch 370/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.8061 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8921 - vae_accuracy: 0.9123 - val_loss: 28.3422 - val_vae_accuracy: 0.9648 Epoch 371/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.9303 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8869 - vae_accuracy: 0.9124 - val_loss: 28.2435 - val_vae_accuracy: 0.9650 Epoch 372/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.8701 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.9028 - vae_accuracy: 0.9124 - val_loss: 28.4266 - val_vae_accuracy: 0.9647 Epoch 373/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.8466 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8627 - vae_accuracy: 0.9124 - val_loss: 28.3034 - val_vae_accuracy: 0.9649 Epoch 374/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.9476 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8934 - vae_accuracy: 0.9124 - val_loss: 28.5328 - val_vae_accuracy: 0.9644 Epoch 375/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.9099 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.9099 - vae_accuracy: 0.9123 - val_loss: 28.2917 - val_vae_accuracy: 0.9648 Epoch 376/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 29.0146 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.9030 - vae_accuracy: 0.9123 - val_loss: 28.2706 - val_vae_accuracy: 0.9652 Epoch 377/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.8604 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.9155 - vae_accuracy: 0.9124 - val_loss: 28.5248 - val_vae_accuracy: 0.9645 Epoch 378/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.9701 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8922 - vae_accuracy: 0.9124 - val_loss: 28.3451 - val_vae_accuracy: 0.9647 Epoch 379/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.8197 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8808 - vae_accuracy: 0.9123 - val_loss: 28.3143 - val_vae_accuracy: 0.9649 Epoch 380/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.7372 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8373 - vae_accuracy: 0.9124 - val_loss: 28.3320 - val_vae_accuracy: 0.9648 Epoch 381/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.9295 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.9239 - vae_accuracy: 0.9123 - val_loss: 28.3895 - val_vae_accuracy: 0.9649 Epoch 382/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.8815 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8592 - vae_accuracy: 0.9124 - val_loss: 28.3020 - val_vae_accuracy: 0.9651 Epoch 383/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.8653 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8779 - vae_accuracy: 0.9124 - val_loss: 28.4015 - val_vae_accuracy: 0.9648 Epoch 384/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.8844 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8659 - vae_accuracy: 0.9124 - val_loss: 28.4155 - val_vae_accuracy: 0.9647 Epoch 385/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.7725 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8665 - vae_accuracy: 0.9124 - val_loss: 28.4524 - val_vae_accuracy: 0.9649 Epoch 386/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.9124 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8913 - vae_accuracy: 0.9124 - val_loss: 28.3827 - val_vae_accuracy: 0.9647 Epoch 387/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.8921 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8618 - vae_accuracy: 0.9124 - val_loss: 28.5574 - val_vae_accuracy: 0.9645 Epoch 388/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.8409 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.9079 - vae_accuracy: 0.9124 - val_loss: 28.4090 - val_vae_accuracy: 0.9648 Epoch 389/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.9961 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.9106 - vae_accuracy: 0.9123 - val_loss: 28.4016 - val_vae_accuracy: 0.9646 Epoch 390/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.9120 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8779 - vae_accuracy: 0.9124 - val_loss: 28.4723 - val_vae_accuracy: 0.9646 Epoch 391/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.9850 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.9019 - vae_accuracy: 0.9124 - val_loss: 28.3468 - val_vae_accuracy: 0.9647 Epoch 392/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.8538 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8918 - vae_accuracy: 0.9124 - val_loss: 28.5330 - val_vae_accuracy: 0.9646 Epoch 393/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.9918 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.9045 - vae_accuracy: 0.9124 - val_loss: 28.3852 - val_vae_accuracy: 0.9648 Epoch 394/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.8373 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8982 - vae_accuracy: 0.9124 - val_loss: 28.3831 - val_vae_accuracy: 0.9648 Epoch 395/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.9904 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8947 - vae_accuracy: 0.9123 - val_loss: 28.4722 - val_vae_accuracy: 0.9646 Epoch 396/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 29.0230 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9514 - vae_accuracy: 0.9124 - val_loss: 28.3958 - val_vae_accuracy: 0.9648 Epoch 397/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.8761 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.9118 - vae_accuracy: 0.9124 - val_loss: 28.3418 - val_vae_accuracy: 0.9649 Epoch 398/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8365 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8800 - vae_accuracy: 0.9124 - val_loss: 28.4193 - val_vae_accuracy: 0.9647 Epoch 399/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8763 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8944 - vae_accuracy: 0.9124 - val_loss: 28.3481 - val_vae_accuracy: 0.9648 Epoch 400/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.8488 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8674 - vae_accuracy: 0.9124 - val_loss: 28.3919 - val_vae_accuracy: 0.9648 Epoch 401/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.8220 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8982 - vae_accuracy: 0.9124 - val_loss: 28.4170 - val_vae_accuracy: 0.9649 Epoch 402/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.7935 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8701 - vae_accuracy: 0.9124 - val_loss: 28.3154 - val_vae_accuracy: 0.9647 Epoch 403/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.7312 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8247 - vae_accuracy: 0.9124 - val_loss: 28.2429 - val_vae_accuracy: 0.9649 Epoch 404/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.8212 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.9117 - vae_accuracy: 0.9124 - val_loss: 28.4820 - val_vae_accuracy: 0.9648 Epoch 405/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.9793 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.9110 - vae_accuracy: 0.9123 - val_loss: 28.2076 - val_vae_accuracy: 0.9649 Epoch 406/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.9190 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8859 - vae_accuracy: 0.9124 - val_loss: 28.3573 - val_vae_accuracy: 0.9649 Epoch 407/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.9562 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8689 - vae_accuracy: 0.9124 - val_loss: 28.3764 - val_vae_accuracy: 0.9648 Epoch 408/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.8642 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.9075 - vae_accuracy: 0.9123 - val_loss: 28.3277 - val_vae_accuracy: 0.9651 Epoch 409/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.7875 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8933 - vae_accuracy: 0.9124 - val_loss: 28.6202 - val_vae_accuracy: 0.9645 Epoch 410/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.8202 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8662 - vae_accuracy: 0.9125 - val_loss: 28.2697 - val_vae_accuracy: 0.9650 Epoch 411/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.8818 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8714 - vae_accuracy: 0.9124 - val_loss: 28.2856 - val_vae_accuracy: 0.9650 Epoch 412/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.9195 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8519 - vae_accuracy: 0.9125 - val_loss: 28.4453 - val_vae_accuracy: 0.9646 Epoch 413/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.8887 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8742 - vae_accuracy: 0.9123 - val_loss: 28.3968 - val_vae_accuracy: 0.9647 Epoch 414/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.8210 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8796 - vae_accuracy: 0.9124 - val_loss: 28.4114 - val_vae_accuracy: 0.9649 Epoch 415/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.8127 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8973 - vae_accuracy: 0.9124 - val_loss: 28.2708 - val_vae_accuracy: 0.9650 Epoch 416/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 29.0137 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.9304 - vae_accuracy: 0.9124 - val_loss: 28.5210 - val_vae_accuracy: 0.9646 Epoch 417/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.8878 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8807 - vae_accuracy: 0.9124 - val_loss: 28.4622 - val_vae_accuracy: 0.9646 Epoch 418/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.8521 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8764 - vae_accuracy: 0.9124 - val_loss: 28.4081 - val_vae_accuracy: 0.9649 Epoch 419/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.7617 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8727 - vae_accuracy: 0.9124 - val_loss: 28.3325 - val_vae_accuracy: 0.9649 Epoch 420/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.8745 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8577 - vae_accuracy: 0.9125 - val_loss: 28.3875 - val_vae_accuracy: 0.9647 Epoch 421/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.8120 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8619 - vae_accuracy: 0.9124 - val_loss: 28.4118 - val_vae_accuracy: 0.9648 Epoch 422/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.7999 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8602 - vae_accuracy: 0.9124 - val_loss: 28.4595 - val_vae_accuracy: 0.9647 Epoch 423/4000 11800/16000 [=====================>........] - ETA: 0s - loss: 28.9194 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8878 - vae_accuracy: 0.9124 - val_loss: 28.3590 - val_vae_accuracy: 0.9650 Epoch 424/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.8127 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8816 - vae_accuracy: 0.9124 - val_loss: 28.3807 - val_vae_accuracy: 0.9648 Epoch 425/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.7630 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8474 - vae_accuracy: 0.9124 - val_loss: 28.3178 - val_vae_accuracy: 0.9648 Epoch 426/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.9277 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8741 - vae_accuracy: 0.9124 - val_loss: 28.4665 - val_vae_accuracy: 0.9647 Epoch 427/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.7237 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8947 - vae_accuracy: 0.9124 - val_loss: 28.3219 - val_vae_accuracy: 0.9648 Epoch 428/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.7807 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8905 - vae_accuracy: 0.9123 - val_loss: 28.4344 - val_vae_accuracy: 0.9647 Epoch 429/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.9801 - vae_accuracy: 0.9120WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8569 - vae_accuracy: 0.9124 - val_loss: 28.3984 - val_vae_accuracy: 0.9649 Epoch 430/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.8745 - vae_accuracy: 0.9118WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8696 - vae_accuracy: 0.9124 - val_loss: 28.3377 - val_vae_accuracy: 0.9650 Epoch 431/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.7729 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8864 - vae_accuracy: 0.9124 - val_loss: 28.3304 - val_vae_accuracy: 0.9650 Epoch 432/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.8245 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8884 - vae_accuracy: 0.9124 - val_loss: 28.2704 - val_vae_accuracy: 0.9650 Epoch 433/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 29.0011 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9214 - vae_accuracy: 0.9123 - val_loss: 28.4371 - val_vae_accuracy: 0.9647 Epoch 434/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8798 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8653 - vae_accuracy: 0.9124 - val_loss: 28.3564 - val_vae_accuracy: 0.9647 Epoch 435/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.8724 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8891 - vae_accuracy: 0.9124 - val_loss: 28.3914 - val_vae_accuracy: 0.9647 Epoch 436/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8672 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8630 - vae_accuracy: 0.9124 - val_loss: 28.3283 - val_vae_accuracy: 0.9648 Epoch 437/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.9355 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8958 - vae_accuracy: 0.9124 - val_loss: 28.3356 - val_vae_accuracy: 0.9650 Epoch 438/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.8531 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8767 - vae_accuracy: 0.9124 - val_loss: 28.3171 - val_vae_accuracy: 0.9649 Epoch 439/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.8953 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8953 - vae_accuracy: 0.9123 - val_loss: 28.4954 - val_vae_accuracy: 0.9647 Epoch 440/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.8940 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8401 - vae_accuracy: 0.9124 - val_loss: 28.3713 - val_vae_accuracy: 0.9647 Epoch 441/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.8435 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8869 - vae_accuracy: 0.9124 - val_loss: 28.3026 - val_vae_accuracy: 0.9648 Epoch 442/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8577 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8910 - vae_accuracy: 0.9124 - val_loss: 28.3505 - val_vae_accuracy: 0.9649 Epoch 443/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8566 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8998 - vae_accuracy: 0.9124 - val_loss: 28.3544 - val_vae_accuracy: 0.9648 Epoch 444/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8479 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8665 - vae_accuracy: 0.9124 - val_loss: 28.4275 - val_vae_accuracy: 0.9647 Epoch 445/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.9695 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9259 - vae_accuracy: 0.9124 - val_loss: 28.3897 - val_vae_accuracy: 0.9649 Epoch 446/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.8270 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8953 - vae_accuracy: 0.9125 - val_loss: 28.3605 - val_vae_accuracy: 0.9648 Epoch 447/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.8544 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8636 - vae_accuracy: 0.9124 - val_loss: 28.2869 - val_vae_accuracy: 0.9650 Epoch 448/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.8290 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 17us/sample - loss: 28.8650 - vae_accuracy: 0.9124 - val_loss: 28.2546 - val_vae_accuracy: 0.9650 Epoch 449/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 28.8943 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8933 - vae_accuracy: 0.9124 - val_loss: 28.2323 - val_vae_accuracy: 0.9650 Epoch 450/4000 14600/16000 [==========================>...] - ETA: 0s - loss: 28.9175 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8863 - vae_accuracy: 0.9124 - val_loss: 28.3010 - val_vae_accuracy: 0.9649 Epoch 451/4000 14700/16000 [==========================>...] - ETA: 0s - loss: 28.9143 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9055 - vae_accuracy: 0.9124 - val_loss: 28.2644 - val_vae_accuracy: 0.9649 Epoch 452/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 29.0108 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8774 - vae_accuracy: 0.9124 - val_loss: 28.2447 - val_vae_accuracy: 0.9650 Epoch 453/4000 14500/16000 [==========================>...] - ETA: 0s - loss: 28.8745 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.9045 - vae_accuracy: 0.9124 - val_loss: 28.3750 - val_vae_accuracy: 0.9650 Epoch 454/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8813 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8887 - vae_accuracy: 0.9124 - val_loss: 28.2706 - val_vae_accuracy: 0.9649 Epoch 455/4000 14700/16000 [==========================>...] - ETA: 0s - loss: 28.8562 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9093 - vae_accuracy: 0.9123 - val_loss: 28.4165 - val_vae_accuracy: 0.9648 Epoch 456/4000 14300/16000 [=========================>....] - ETA: 0s - loss: 28.8764 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.9163 - vae_accuracy: 0.9123 - val_loss: 28.4172 - val_vae_accuracy: 0.9647 Epoch 457/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.8997 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8598 - vae_accuracy: 0.9124 - val_loss: 28.2776 - val_vae_accuracy: 0.9649 Epoch 458/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.8695 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 17us/sample - loss: 28.8648 - vae_accuracy: 0.9124 - val_loss: 28.2600 - val_vae_accuracy: 0.9650 Epoch 459/4000 14000/16000 [=========================>....] - ETA: 0s - loss: 28.8662 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8712 - vae_accuracy: 0.9124 - val_loss: 28.4653 - val_vae_accuracy: 0.9647 Epoch 460/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.9357 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.9035 - vae_accuracy: 0.9124 - val_loss: 28.3600 - val_vae_accuracy: 0.9647 Epoch 461/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.9128 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.9012 - vae_accuracy: 0.9123 - val_loss: 28.3122 - val_vae_accuracy: 0.9651 Epoch 462/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.9672 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8689 - vae_accuracy: 0.9124 - val_loss: 28.3735 - val_vae_accuracy: 0.9647 Epoch 463/4000 14700/16000 [==========================>...] - ETA: 0s - loss: 28.8037 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8873 - vae_accuracy: 0.9123 - val_loss: 28.5301 - val_vae_accuracy: 0.9647 Epoch 464/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.8817 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 17us/sample - loss: 28.8817 - vae_accuracy: 0.9124 - val_loss: 28.3200 - val_vae_accuracy: 0.9647 Epoch 465/4000 14800/16000 [==========================>...] - ETA: 0s - loss: 28.7580 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8406 - vae_accuracy: 0.9125 - val_loss: 28.3783 - val_vae_accuracy: 0.9647 Epoch 466/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.8380 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8333 - vae_accuracy: 0.9124 - val_loss: 28.3274 - val_vae_accuracy: 0.9649 Epoch 467/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.8218 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8083 - vae_accuracy: 0.9124 - val_loss: 28.4463 - val_vae_accuracy: 0.9646 Epoch 468/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.7801 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8402 - vae_accuracy: 0.9124 - val_loss: 28.3196 - val_vae_accuracy: 0.9648 Epoch 469/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.8015 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8347 - vae_accuracy: 0.9125 - val_loss: 28.3270 - val_vae_accuracy: 0.9650 Epoch 470/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.8051 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8532 - vae_accuracy: 0.9124 - val_loss: 28.3733 - val_vae_accuracy: 0.9647 Epoch 471/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.8410 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8322 - vae_accuracy: 0.9124 - val_loss: 28.3680 - val_vae_accuracy: 0.9648 Epoch 472/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.7570 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8891 - vae_accuracy: 0.9124 - val_loss: 28.3430 - val_vae_accuracy: 0.9649 Epoch 473/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.7752 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8389 - vae_accuracy: 0.9124 - val_loss: 28.3683 - val_vae_accuracy: 0.9650 Epoch 474/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.8468 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8643 - vae_accuracy: 0.9124 - val_loss: 28.3664 - val_vae_accuracy: 0.9648 Epoch 475/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.8958 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8657 - vae_accuracy: 0.9124 - val_loss: 28.2676 - val_vae_accuracy: 0.9650 Epoch 476/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.8469 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 19us/sample - loss: 28.8681 - vae_accuracy: 0.9124 - val_loss: 28.4273 - val_vae_accuracy: 0.9646 Epoch 477/4000 14000/16000 [=========================>....] - ETA: 0s - loss: 28.8146 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8766 - vae_accuracy: 0.9125 - val_loss: 28.3995 - val_vae_accuracy: 0.9649 Epoch 478/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.9446 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8848 - vae_accuracy: 0.9124 - val_loss: 28.3748 - val_vae_accuracy: 0.9647 Epoch 479/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.8904 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8672 - vae_accuracy: 0.9124 - val_loss: 28.2661 - val_vae_accuracy: 0.9650 Epoch 480/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 28.8865 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8418 - vae_accuracy: 0.9124 - val_loss: 28.2858 - val_vae_accuracy: 0.9648 Epoch 481/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.8774 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 17us/sample - loss: 28.8867 - vae_accuracy: 0.9124 - val_loss: 28.3892 - val_vae_accuracy: 0.9648 Epoch 482/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.9015 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8795 - vae_accuracy: 0.9124 - val_loss: 28.4455 - val_vae_accuracy: 0.9647 Epoch 483/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8790 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8655 - vae_accuracy: 0.9124 - val_loss: 28.4118 - val_vae_accuracy: 0.9647 Epoch 484/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 28.8527 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8707 - vae_accuracy: 0.9123 - val_loss: 28.4102 - val_vae_accuracy: 0.9648 Epoch 485/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.7905 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8332 - vae_accuracy: 0.9125 - val_loss: 28.3334 - val_vae_accuracy: 0.9648 Epoch 486/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.8208 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8734 - vae_accuracy: 0.9124 - val_loss: 28.3536 - val_vae_accuracy: 0.9648 Epoch 487/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 28.9240 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8829 - vae_accuracy: 0.9124 - val_loss: 28.4579 - val_vae_accuracy: 0.9649 Epoch 488/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.8975 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 17us/sample - loss: 28.9162 - vae_accuracy: 0.9124 - val_loss: 28.3348 - val_vae_accuracy: 0.9649 Epoch 489/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.8536 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 17us/sample - loss: 28.8643 - vae_accuracy: 0.9124 - val_loss: 28.2959 - val_vae_accuracy: 0.9650 Epoch 490/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 28.8841 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8757 - vae_accuracy: 0.9124 - val_loss: 28.3669 - val_vae_accuracy: 0.9648 Epoch 491/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.8068 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8316 - vae_accuracy: 0.9124 - val_loss: 28.3651 - val_vae_accuracy: 0.9647 Epoch 492/4000 14300/16000 [=========================>....] - ETA: 0s - loss: 28.8209 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8556 - vae_accuracy: 0.9124 - val_loss: 28.4124 - val_vae_accuracy: 0.9646 Epoch 493/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.8321 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8387 - vae_accuracy: 0.9124 - val_loss: 28.4139 - val_vae_accuracy: 0.9647 Epoch 494/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.9040 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8710 - vae_accuracy: 0.9124 - val_loss: 28.4016 - val_vae_accuracy: 0.9648 Epoch 495/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.8278 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8562 - vae_accuracy: 0.9124 - val_loss: 28.4479 - val_vae_accuracy: 0.9647 Epoch 496/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.8733 - vae_accuracy: 0.9120WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8641 - vae_accuracy: 0.9124 - val_loss: 28.4253 - val_vae_accuracy: 0.9646 Epoch 497/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.9236 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.9272 - vae_accuracy: 0.9123 - val_loss: 28.3228 - val_vae_accuracy: 0.9650 Epoch 498/4000 14000/16000 [=========================>....] - ETA: 0s - loss: 28.8529 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8647 - vae_accuracy: 0.9124 - val_loss: 28.3339 - val_vae_accuracy: 0.9648 Epoch 499/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.9350 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8720 - vae_accuracy: 0.9124 - val_loss: 28.4387 - val_vae_accuracy: 0.9648 Epoch 500/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.9150 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8805 - vae_accuracy: 0.9124 - val_loss: 28.4088 - val_vae_accuracy: 0.9648 Epoch 501/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 29.1114 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8843 - vae_accuracy: 0.9124 - val_loss: 28.3836 - val_vae_accuracy: 0.9647 Epoch 502/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.8759 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8701 - vae_accuracy: 0.9125 - val_loss: 28.4299 - val_vae_accuracy: 0.9647 Epoch 503/4000 14000/16000 [=========================>....] - ETA: 0s - loss: 28.7366 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8959 - vae_accuracy: 0.9124 - val_loss: 28.5211 - val_vae_accuracy: 0.9644 Epoch 504/4000 14000/16000 [=========================>....] - ETA: 0s - loss: 28.7263 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8285 - vae_accuracy: 0.9124 - val_loss: 28.2457 - val_vae_accuracy: 0.9650 Epoch 505/4000 14400/16000 [==========================>...] - ETA: 0s - loss: 28.8088 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8922 - vae_accuracy: 0.9124 - val_loss: 28.2848 - val_vae_accuracy: 0.9649 Epoch 506/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.8064 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8257 - vae_accuracy: 0.9124 - val_loss: 28.3073 - val_vae_accuracy: 0.9648 Epoch 507/4000 14300/16000 [=========================>....] - ETA: 0s - loss: 28.7761 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8398 - vae_accuracy: 0.9124 - val_loss: 28.3311 - val_vae_accuracy: 0.9649 Epoch 508/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.8388 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8562 - vae_accuracy: 0.9124 - val_loss: 28.2867 - val_vae_accuracy: 0.9649 Epoch 509/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.9378 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8293 - vae_accuracy: 0.9124 - val_loss: 28.4000 - val_vae_accuracy: 0.9647 Epoch 510/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.8980 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8471 - vae_accuracy: 0.9124 - val_loss: 28.4495 - val_vae_accuracy: 0.9647 Epoch 511/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.8448 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8503 - vae_accuracy: 0.9124 - val_loss: 28.3494 - val_vae_accuracy: 0.9647 Epoch 512/4000 14500/16000 [==========================>...] - ETA: 0s - loss: 28.8325 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8761 - vae_accuracy: 0.9124 - val_loss: 28.4997 - val_vae_accuracy: 0.9645 Epoch 513/4000 14400/16000 [==========================>...] - ETA: 0s - loss: 28.7870 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8515 - vae_accuracy: 0.9124 - val_loss: 28.5976 - val_vae_accuracy: 0.9646 Epoch 514/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.7471 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8330 - vae_accuracy: 0.9125 - val_loss: 28.4532 - val_vae_accuracy: 0.9644 Epoch 515/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.8905 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8777 - vae_accuracy: 0.9124 - val_loss: 28.4788 - val_vae_accuracy: 0.9646 Epoch 516/4000 14300/16000 [=========================>....] - ETA: 0s - loss: 28.9198 - vae_accuracy: 0.9120WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8761 - vae_accuracy: 0.9124 - val_loss: 28.3806 - val_vae_accuracy: 0.9648 Epoch 517/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.9080 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8784 - vae_accuracy: 0.9124 - val_loss: 28.4925 - val_vae_accuracy: 0.9646 Epoch 518/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.7899 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8466 - vae_accuracy: 0.9124 - val_loss: 28.2594 - val_vae_accuracy: 0.9649 Epoch 519/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.9102 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8456 - vae_accuracy: 0.9125 - val_loss: 28.4885 - val_vae_accuracy: 0.9647 Epoch 520/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.9064 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8876 - vae_accuracy: 0.9124 - val_loss: 28.4080 - val_vae_accuracy: 0.9648 Epoch 521/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.7866 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8212 - vae_accuracy: 0.9125 - val_loss: 28.3678 - val_vae_accuracy: 0.9647 Epoch 522/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.8501 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8851 - vae_accuracy: 0.9124 - val_loss: 28.4459 - val_vae_accuracy: 0.9647 Epoch 523/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.8833 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9005 - vae_accuracy: 0.9124 - val_loss: 28.4145 - val_vae_accuracy: 0.9649 Epoch 524/4000 14300/16000 [=========================>....] - ETA: 0s - loss: 28.8088 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8937 - vae_accuracy: 0.9124 - val_loss: 28.4583 - val_vae_accuracy: 0.9647 Epoch 525/4000 14600/16000 [==========================>...] - ETA: 0s - loss: 28.8990 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8650 - vae_accuracy: 0.9124 - val_loss: 28.5828 - val_vae_accuracy: 0.9644 Epoch 526/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.8630 - vae_accuracy: 0.9120WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8960 - vae_accuracy: 0.9124 - val_loss: 28.5096 - val_vae_accuracy: 0.9645 Epoch 527/4000 14000/16000 [=========================>....] - ETA: 0s - loss: 28.7791 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8475 - vae_accuracy: 0.9124 - val_loss: 28.3537 - val_vae_accuracy: 0.9649 Epoch 528/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.7520 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8900 - vae_accuracy: 0.9124 - val_loss: 28.4416 - val_vae_accuracy: 0.9649 Epoch 529/4000 14300/16000 [=========================>....] - ETA: 0s - loss: 28.8963 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8739 - vae_accuracy: 0.9124 - val_loss: 28.3916 - val_vae_accuracy: 0.9646 Epoch 530/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.9281 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.9015 - vae_accuracy: 0.9123 - val_loss: 28.4485 - val_vae_accuracy: 0.9647 Epoch 531/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.7993 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8403 - vae_accuracy: 0.9124 - val_loss: 28.3318 - val_vae_accuracy: 0.9649 Epoch 532/4000 14000/16000 [=========================>....] - ETA: 0s - loss: 28.8102 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8620 - vae_accuracy: 0.9125 - val_loss: 28.3469 - val_vae_accuracy: 0.9648 Epoch 533/4000 14400/16000 [==========================>...] - ETA: 0s - loss: 28.9031 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8845 - vae_accuracy: 0.9124 - val_loss: 28.3032 - val_vae_accuracy: 0.9649 Epoch 534/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.8815 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8581 - vae_accuracy: 0.9124 - val_loss: 28.4793 - val_vae_accuracy: 0.9645 Epoch 535/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.8391 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8403 - vae_accuracy: 0.9124 - val_loss: 28.3464 - val_vae_accuracy: 0.9648 Epoch 536/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.8312 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8167 - vae_accuracy: 0.9125 - val_loss: 28.4950 - val_vae_accuracy: 0.9648 Epoch 537/4000 14300/16000 [=========================>....] - ETA: 0s - loss: 28.8803 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8423 - vae_accuracy: 0.9124 - val_loss: 28.5183 - val_vae_accuracy: 0.9647 Epoch 538/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 28.7176 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8680 - vae_accuracy: 0.9125 - val_loss: 28.5654 - val_vae_accuracy: 0.9646 Epoch 539/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 28.8195 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8625 - vae_accuracy: 0.9124 - val_loss: 28.4884 - val_vae_accuracy: 0.9646 Epoch 540/4000 14400/16000 [==========================>...] - ETA: 0s - loss: 28.8333 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8370 - vae_accuracy: 0.9124 - val_loss: 28.3177 - val_vae_accuracy: 0.9649 Epoch 541/4000 14000/16000 [=========================>....] - ETA: 0s - loss: 28.8737 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8694 - vae_accuracy: 0.9124 - val_loss: 28.3068 - val_vae_accuracy: 0.9649 Epoch 542/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.8723 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8931 - vae_accuracy: 0.9124 - val_loss: 28.2960 - val_vae_accuracy: 0.9649 Epoch 543/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.8269 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8468 - vae_accuracy: 0.9124 - val_loss: 28.4771 - val_vae_accuracy: 0.9646 Epoch 544/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.8231 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8934 - vae_accuracy: 0.9124 - val_loss: 28.4051 - val_vae_accuracy: 0.9649 Epoch 545/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.8825 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8759 - vae_accuracy: 0.9124 - val_loss: 28.4533 - val_vae_accuracy: 0.9646 Epoch 546/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.8537 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 10us/sample - loss: 28.8710 - vae_accuracy: 0.9124 - val_loss: 28.3849 - val_vae_accuracy: 0.9647 Epoch 547/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 28.8984 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8580 - vae_accuracy: 0.9124 - val_loss: 28.3244 - val_vae_accuracy: 0.9649 Epoch 548/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 29.1214 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9078 - vae_accuracy: 0.9123 - val_loss: 28.4605 - val_vae_accuracy: 0.9647 Epoch 549/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.8567 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8554 - vae_accuracy: 0.9124 - val_loss: 28.4163 - val_vae_accuracy: 0.9646 Epoch 550/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 28.8993 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8992 - vae_accuracy: 0.9124 - val_loss: 28.5475 - val_vae_accuracy: 0.9644 Epoch 551/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.7975 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8696 - vae_accuracy: 0.9124 - val_loss: 28.4245 - val_vae_accuracy: 0.9648 Epoch 552/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.8134 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8524 - vae_accuracy: 0.9124 - val_loss: 28.4386 - val_vae_accuracy: 0.9648 Epoch 553/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.8020 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8737 - vae_accuracy: 0.9125 - val_loss: 28.4445 - val_vae_accuracy: 0.9647 Epoch 554/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.8419 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8723 - vae_accuracy: 0.9124 - val_loss: 28.2782 - val_vae_accuracy: 0.9650 Epoch 555/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.8283 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8385 - vae_accuracy: 0.9124 - val_loss: 28.5591 - val_vae_accuracy: 0.9647 Epoch 556/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.7172 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8524 - vae_accuracy: 0.9124 - val_loss: 28.4897 - val_vae_accuracy: 0.9648 Epoch 557/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.9299 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8545 - vae_accuracy: 0.9124 - val_loss: 28.4237 - val_vae_accuracy: 0.9647 Epoch 558/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.9259 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8760 - vae_accuracy: 0.9124 - val_loss: 28.3610 - val_vae_accuracy: 0.9650 Epoch 559/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.9351 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8479 - vae_accuracy: 0.9124 - val_loss: 28.2679 - val_vae_accuracy: 0.9650 Epoch 560/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.7781 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8259 - vae_accuracy: 0.9124 - val_loss: 28.4267 - val_vae_accuracy: 0.9647 Epoch 561/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.8164 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8588 - vae_accuracy: 0.9124 - val_loss: 28.3632 - val_vae_accuracy: 0.9650 Epoch 562/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.7886 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8364 - vae_accuracy: 0.9124 - val_loss: 28.3168 - val_vae_accuracy: 0.9649 Epoch 563/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.9569 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8856 - vae_accuracy: 0.9124 - val_loss: 28.4466 - val_vae_accuracy: 0.9647 Epoch 564/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.9300 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8483 - vae_accuracy: 0.9124 - val_loss: 28.4216 - val_vae_accuracy: 0.9646 Epoch 565/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.9478 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8838 - vae_accuracy: 0.9123 - val_loss: 28.5196 - val_vae_accuracy: 0.9647 Epoch 566/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.9730 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8684 - vae_accuracy: 0.9124 - val_loss: 28.2259 - val_vae_accuracy: 0.9650 Epoch 567/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.9540 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8843 - vae_accuracy: 0.9124 - val_loss: 28.4549 - val_vae_accuracy: 0.9647 Epoch 568/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.9905 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8572 - vae_accuracy: 0.9125 - val_loss: 28.3987 - val_vae_accuracy: 0.9646 Epoch 569/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.8461 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8734 - vae_accuracy: 0.9124 - val_loss: 28.3040 - val_vae_accuracy: 0.9649 Epoch 570/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 29.0571 - vae_accuracy: 0.9119WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8856 - vae_accuracy: 0.9124 - val_loss: 28.3772 - val_vae_accuracy: 0.9650 Epoch 571/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.9242 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8591 - vae_accuracy: 0.9124 - val_loss: 28.3536 - val_vae_accuracy: 0.9648 Epoch 572/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.8459 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8413 - vae_accuracy: 0.9124 - val_loss: 28.4315 - val_vae_accuracy: 0.9647 Epoch 573/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8268 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8456 - vae_accuracy: 0.9125 - val_loss: 28.6343 - val_vae_accuracy: 0.9643 Epoch 574/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8799 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8456 - vae_accuracy: 0.9124 - val_loss: 28.4200 - val_vae_accuracy: 0.9647 Epoch 575/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.9263 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8726 - vae_accuracy: 0.9125 - val_loss: 28.3975 - val_vae_accuracy: 0.9648 Epoch 576/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.8877 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9029 - vae_accuracy: 0.9124 - val_loss: 28.4369 - val_vae_accuracy: 0.9648 Epoch 577/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8839 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8748 - vae_accuracy: 0.9124 - val_loss: 28.3302 - val_vae_accuracy: 0.9648 Epoch 578/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.8326 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8230 - vae_accuracy: 0.9124 - val_loss: 28.3785 - val_vae_accuracy: 0.9648 Epoch 579/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.8188 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8402 - vae_accuracy: 0.9124 - val_loss: 28.4043 - val_vae_accuracy: 0.9648 Epoch 580/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8262 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8453 - vae_accuracy: 0.9125 - val_loss: 28.4103 - val_vae_accuracy: 0.9646 Epoch 581/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.8385 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8385 - vae_accuracy: 0.9124 - val_loss: 28.3539 - val_vae_accuracy: 0.9649 Epoch 582/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.8543 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8699 - vae_accuracy: 0.9124 - val_loss: 28.2991 - val_vae_accuracy: 0.9649 Epoch 583/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8896 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8804 - vae_accuracy: 0.9124 - val_loss: 28.3945 - val_vae_accuracy: 0.9647 Epoch 584/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.9079 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8740 - vae_accuracy: 0.9124 - val_loss: 28.5905 - val_vae_accuracy: 0.9644 Epoch 585/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.8451 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8451 - vae_accuracy: 0.9124 - val_loss: 28.4506 - val_vae_accuracy: 0.9647 Epoch 586/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.8806 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8443 - vae_accuracy: 0.9124 - val_loss: 28.4047 - val_vae_accuracy: 0.9647 Epoch 587/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.7427 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8496 - vae_accuracy: 0.9125 - val_loss: 28.4089 - val_vae_accuracy: 0.9646 Epoch 588/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.8481 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8481 - vae_accuracy: 0.9124 - val_loss: 28.3369 - val_vae_accuracy: 0.9647 Epoch 589/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8852 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9042 - vae_accuracy: 0.9123 - val_loss: 28.4018 - val_vae_accuracy: 0.9649 Epoch 590/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.8666 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8290 - vae_accuracy: 0.9124 - val_loss: 28.2858 - val_vae_accuracy: 0.9650 Epoch 591/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.8559 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8825 - vae_accuracy: 0.9124 - val_loss: 28.2439 - val_vae_accuracy: 0.9649 Epoch 592/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.8580 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8372 - vae_accuracy: 0.9125 - val_loss: 28.3292 - val_vae_accuracy: 0.9649 Epoch 593/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8384 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8357 - vae_accuracy: 0.9124 - val_loss: 28.3021 - val_vae_accuracy: 0.9649 Epoch 594/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.8072 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8448 - vae_accuracy: 0.9125 - val_loss: 28.5363 - val_vae_accuracy: 0.9646 Epoch 595/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.8290 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8708 - vae_accuracy: 0.9124 - val_loss: 28.4458 - val_vae_accuracy: 0.9647 Epoch 596/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.8643 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8573 - vae_accuracy: 0.9124 - val_loss: 28.4453 - val_vae_accuracy: 0.9646 Epoch 597/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.8026 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8623 - vae_accuracy: 0.9124 - val_loss: 28.5650 - val_vae_accuracy: 0.9644 Epoch 598/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.8592 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8696 - vae_accuracy: 0.9124 - val_loss: 28.3636 - val_vae_accuracy: 0.9649 Epoch 599/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.8474 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8387 - vae_accuracy: 0.9124 - val_loss: 28.3228 - val_vae_accuracy: 0.9649 Epoch 600/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.9586 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8514 - vae_accuracy: 0.9124 - val_loss: 28.4719 - val_vae_accuracy: 0.9645 Epoch 601/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8401 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8876 - vae_accuracy: 0.9123 - val_loss: 28.4396 - val_vae_accuracy: 0.9647 Epoch 602/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.8647 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8366 - vae_accuracy: 0.9124 - val_loss: 28.2843 - val_vae_accuracy: 0.9649 Epoch 603/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.8773 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8676 - vae_accuracy: 0.9124 - val_loss: 28.3074 - val_vae_accuracy: 0.9649 Epoch 604/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.8270 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8135 - vae_accuracy: 0.9124 - val_loss: 28.2593 - val_vae_accuracy: 0.9649 Epoch 605/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.8958 - vae_accuracy: 0.9120WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8855 - vae_accuracy: 0.9124 - val_loss: 28.2749 - val_vae_accuracy: 0.9650 Epoch 606/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.7612 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8246 - vae_accuracy: 0.9125 - val_loss: 28.3240 - val_vae_accuracy: 0.9649 Epoch 607/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.8306 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8401 - vae_accuracy: 0.9125 - val_loss: 28.3910 - val_vae_accuracy: 0.9649 Epoch 608/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.8552 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8906 - vae_accuracy: 0.9124 - val_loss: 28.3426 - val_vae_accuracy: 0.9649 Epoch 609/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.8593 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8796 - vae_accuracy: 0.9124 - val_loss: 28.4207 - val_vae_accuracy: 0.9649 Epoch 610/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.8632 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8652 - vae_accuracy: 0.9124 - val_loss: 28.4102 - val_vae_accuracy: 0.9647 Epoch 611/4000 14800/16000 [==========================>...] - ETA: 0s - loss: 28.8858 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8899 - vae_accuracy: 0.9123 - val_loss: 28.5452 - val_vae_accuracy: 0.9644 Epoch 612/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.8443 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8076 - vae_accuracy: 0.9125 - val_loss: 28.2702 - val_vae_accuracy: 0.9648 Epoch 613/4000 15100/16000 [===========================>..] - ETA: 0s - loss: 28.8663 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8485 - vae_accuracy: 0.9124 - val_loss: 28.4018 - val_vae_accuracy: 0.9647 Epoch 614/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.8427 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8118 - vae_accuracy: 0.9124 - val_loss: 28.3025 - val_vae_accuracy: 0.9649 Epoch 615/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.8339 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8361 - vae_accuracy: 0.9124 - val_loss: 28.4274 - val_vae_accuracy: 0.9648 Epoch 616/4000 14000/16000 [=========================>....] - ETA: 0s - loss: 28.9630 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8655 - vae_accuracy: 0.9124 - val_loss: 28.4014 - val_vae_accuracy: 0.9647 Epoch 617/4000 14800/16000 [==========================>...] - ETA: 0s - loss: 28.8702 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 18us/sample - loss: 28.8598 - vae_accuracy: 0.9124 - val_loss: 28.3358 - val_vae_accuracy: 0.9648 Epoch 618/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 28.8430 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8616 - vae_accuracy: 0.9124 - val_loss: 28.3769 - val_vae_accuracy: 0.9648 Epoch 619/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.8563 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8612 - vae_accuracy: 0.9125 - val_loss: 28.2955 - val_vae_accuracy: 0.9648 Epoch 620/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8230 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8258 - vae_accuracy: 0.9125 - val_loss: 28.3306 - val_vae_accuracy: 0.9648 Epoch 621/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.8763 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8473 - vae_accuracy: 0.9124 - val_loss: 28.3016 - val_vae_accuracy: 0.9648 Epoch 622/4000 15000/16000 [===========================>..] - ETA: 0s - loss: 28.7944 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8566 - vae_accuracy: 0.9124 - val_loss: 28.3991 - val_vae_accuracy: 0.9647 Epoch 623/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.8018 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8239 - vae_accuracy: 0.9125 - val_loss: 28.3702 - val_vae_accuracy: 0.9648 Epoch 624/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.8839 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8726 - vae_accuracy: 0.9124 - val_loss: 28.6110 - val_vae_accuracy: 0.9644 Epoch 625/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.8627 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8562 - vae_accuracy: 0.9124 - val_loss: 28.3598 - val_vae_accuracy: 0.9648 Epoch 626/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.9110 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8893 - vae_accuracy: 0.9124 - val_loss: 28.4999 - val_vae_accuracy: 0.9645 Epoch 627/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.8728 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8880 - vae_accuracy: 0.9124 - val_loss: 28.4544 - val_vae_accuracy: 0.9649 Epoch 628/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.8671 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8629 - vae_accuracy: 0.9125 - val_loss: 28.4435 - val_vae_accuracy: 0.9647 Epoch 629/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.8559 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8833 - vae_accuracy: 0.9124 - val_loss: 28.4148 - val_vae_accuracy: 0.9647 Epoch 630/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.8822 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8931 - vae_accuracy: 0.9123 - val_loss: 28.5345 - val_vae_accuracy: 0.9645 Epoch 631/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.9129 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8585 - vae_accuracy: 0.9124 - val_loss: 28.4388 - val_vae_accuracy: 0.9647 Epoch 632/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.7765 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8723 - vae_accuracy: 0.9124 - val_loss: 28.4471 - val_vae_accuracy: 0.9648 Epoch 633/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.9623 - vae_accuracy: 0.9120WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8495 - vae_accuracy: 0.9124 - val_loss: 28.4060 - val_vae_accuracy: 0.9648 Epoch 634/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.8380 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8494 - vae_accuracy: 0.9125 - val_loss: 28.4076 - val_vae_accuracy: 0.9645 Epoch 635/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.8582 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8541 - vae_accuracy: 0.9124 - val_loss: 28.3786 - val_vae_accuracy: 0.9648 Epoch 636/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8479 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8466 - vae_accuracy: 0.9124 - val_loss: 28.3063 - val_vae_accuracy: 0.9648 Epoch 637/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.8655 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8495 - vae_accuracy: 0.9124 - val_loss: 28.2877 - val_vae_accuracy: 0.9649 Epoch 638/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.8807 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8763 - vae_accuracy: 0.9124 - val_loss: 28.4224 - val_vae_accuracy: 0.9648 Epoch 639/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.8372 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8452 - vae_accuracy: 0.9124 - val_loss: 28.2657 - val_vae_accuracy: 0.9649 Epoch 640/4000 14800/16000 [==========================>...] - ETA: 0s - loss: 28.9168 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8601 - vae_accuracy: 0.9124 - val_loss: 28.3783 - val_vae_accuracy: 0.9647 Epoch 641/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.8286 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8741 - vae_accuracy: 0.9125 - val_loss: 28.3103 - val_vae_accuracy: 0.9648 Epoch 642/4000 15100/16000 [===========================>..] - ETA: 0s - loss: 28.8579 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8406 - vae_accuracy: 0.9124 - val_loss: 28.3122 - val_vae_accuracy: 0.9648 Epoch 643/4000 14600/16000 [==========================>...] - ETA: 0s - loss: 28.8177 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8520 - vae_accuracy: 0.9124 - val_loss: 28.4958 - val_vae_accuracy: 0.9647 Epoch 644/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.8548 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8931 - vae_accuracy: 0.9124 - val_loss: 28.4075 - val_vae_accuracy: 0.9647 Epoch 645/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.8747 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8703 - vae_accuracy: 0.9124 - val_loss: 28.4168 - val_vae_accuracy: 0.9648 Epoch 646/4000 14600/16000 [==========================>...] - ETA: 0s - loss: 28.8861 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8422 - vae_accuracy: 0.9124 - val_loss: 28.3863 - val_vae_accuracy: 0.9647 Epoch 647/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.7643 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8424 - vae_accuracy: 0.9124 - val_loss: 28.4230 - val_vae_accuracy: 0.9646 Epoch 648/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.8258 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8112 - vae_accuracy: 0.9124 - val_loss: 28.4137 - val_vae_accuracy: 0.9647 Epoch 649/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.7801 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8236 - vae_accuracy: 0.9124 - val_loss: 28.2553 - val_vae_accuracy: 0.9648 Epoch 650/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.8773 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8421 - vae_accuracy: 0.9125 - val_loss: 28.3427 - val_vae_accuracy: 0.9649 Epoch 651/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.8904 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8561 - vae_accuracy: 0.9124 - val_loss: 28.3983 - val_vae_accuracy: 0.9649 Epoch 652/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.8718 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8497 - vae_accuracy: 0.9124 - val_loss: 28.4031 - val_vae_accuracy: 0.9647 Epoch 653/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.8401 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8452 - vae_accuracy: 0.9124 - val_loss: 28.3614 - val_vae_accuracy: 0.9647 Epoch 654/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.8291 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8422 - vae_accuracy: 0.9124 - val_loss: 28.4959 - val_vae_accuracy: 0.9645 Epoch 655/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.9330 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9113 - vae_accuracy: 0.9123 - val_loss: 28.4414 - val_vae_accuracy: 0.9646 Epoch 656/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.8824 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8627 - vae_accuracy: 0.9123 - val_loss: 28.3244 - val_vae_accuracy: 0.9649 Epoch 657/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8881 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8920 - vae_accuracy: 0.9124 - val_loss: 28.5070 - val_vae_accuracy: 0.9647 Epoch 658/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.8578 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8576 - vae_accuracy: 0.9125 - val_loss: 28.4478 - val_vae_accuracy: 0.9647 Epoch 659/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.8619 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8448 - vae_accuracy: 0.9124 - val_loss: 28.4378 - val_vae_accuracy: 0.9647 Epoch 660/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.8036 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8298 - vae_accuracy: 0.9124 - val_loss: 28.4105 - val_vae_accuracy: 0.9648 Epoch 661/4000 14800/16000 [==========================>...] - ETA: 0s - loss: 28.8949 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8514 - vae_accuracy: 0.9124 - val_loss: 28.5022 - val_vae_accuracy: 0.9646 Epoch 662/4000 15000/16000 [===========================>..] - ETA: 0s - loss: 28.9446 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8839 - vae_accuracy: 0.9124 - val_loss: 28.4221 - val_vae_accuracy: 0.9647 Epoch 663/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.8507 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8521 - vae_accuracy: 0.9124 - val_loss: 28.3174 - val_vae_accuracy: 0.9648 Epoch 664/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.8728 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8388 - vae_accuracy: 0.9124 - val_loss: 28.4342 - val_vae_accuracy: 0.9647 Epoch 665/4000 14300/16000 [=========================>....] - ETA: 0s - loss: 28.8985 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8416 - vae_accuracy: 0.9124 - val_loss: 28.3693 - val_vae_accuracy: 0.9648 Epoch 666/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.9274 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8300 - vae_accuracy: 0.9124 - val_loss: 28.4088 - val_vae_accuracy: 0.9649 Epoch 667/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.8461 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8347 - vae_accuracy: 0.9124 - val_loss: 28.4229 - val_vae_accuracy: 0.9647 Epoch 668/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.7402 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8195 - vae_accuracy: 0.9124 - val_loss: 28.4415 - val_vae_accuracy: 0.9648 Epoch 669/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8804 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 17us/sample - loss: 28.8771 - vae_accuracy: 0.9124 - val_loss: 28.3095 - val_vae_accuracy: 0.9650 Epoch 670/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.8492 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8531 - vae_accuracy: 0.9124 - val_loss: 28.4517 - val_vae_accuracy: 0.9647 Epoch 671/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.7120 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8267 - vae_accuracy: 0.9125 - val_loss: 28.3414 - val_vae_accuracy: 0.9649 Epoch 672/4000 14600/16000 [==========================>...] - ETA: 0s - loss: 28.9125 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8766 - vae_accuracy: 0.9124 - val_loss: 28.3235 - val_vae_accuracy: 0.9648 Epoch 673/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.9155 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8768 - vae_accuracy: 0.9124 - val_loss: 28.4937 - val_vae_accuracy: 0.9646 Epoch 674/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.8657 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8487 - vae_accuracy: 0.9125 - val_loss: 28.2854 - val_vae_accuracy: 0.9649 Epoch 675/4000 14400/16000 [==========================>...] - ETA: 0s - loss: 28.9324 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8563 - vae_accuracy: 0.9125 - val_loss: 28.6307 - val_vae_accuracy: 0.9643 Epoch 676/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.7425 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8599 - vae_accuracy: 0.9124 - val_loss: 28.3707 - val_vae_accuracy: 0.9647 Epoch 677/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.8708 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8522 - vae_accuracy: 0.9124 - val_loss: 28.3291 - val_vae_accuracy: 0.9647 Epoch 678/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.7566 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8568 - vae_accuracy: 0.9125 - val_loss: 28.4544 - val_vae_accuracy: 0.9646 Epoch 679/4000 15100/16000 [===========================>..] - ETA: 0s - loss: 28.8334 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8322 - vae_accuracy: 0.9125 - val_loss: 28.3639 - val_vae_accuracy: 0.9648 Epoch 680/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.7424 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8344 - vae_accuracy: 0.9124 - val_loss: 28.6190 - val_vae_accuracy: 0.9644 Epoch 681/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.8495 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8486 - vae_accuracy: 0.9125 - val_loss: 28.4514 - val_vae_accuracy: 0.9646 Epoch 682/4000 14800/16000 [==========================>...] - ETA: 0s - loss: 28.7376 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 18us/sample - loss: 28.8162 - vae_accuracy: 0.9125 - val_loss: 28.4874 - val_vae_accuracy: 0.9645 Epoch 683/4000 14000/16000 [=========================>....] - ETA: 0s - loss: 28.8644 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8323 - vae_accuracy: 0.9124 - val_loss: 28.4779 - val_vae_accuracy: 0.9647 Epoch 684/4000 15000/16000 [===========================>..] - ETA: 0s - loss: 28.8433 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8508 - vae_accuracy: 0.9124 - val_loss: 28.4590 - val_vae_accuracy: 0.9645 Epoch 685/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.7836 - vae_accuracy: 0.9120WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8496 - vae_accuracy: 0.9123 - val_loss: 28.1608 - val_vae_accuracy: 0.9651 Epoch 686/4000 14400/16000 [==========================>...] - ETA: 0s - loss: 28.9086 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.9236 - vae_accuracy: 0.9124 - val_loss: 28.3424 - val_vae_accuracy: 0.9648 Epoch 687/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.8040 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8686 - vae_accuracy: 0.9124 - val_loss: 28.5143 - val_vae_accuracy: 0.9648 Epoch 688/4000 14800/16000 [==========================>...] - ETA: 0s - loss: 28.8713 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8488 - vae_accuracy: 0.9124 - val_loss: 28.3927 - val_vae_accuracy: 0.9648 Epoch 689/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 28.8648 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8544 - vae_accuracy: 0.9124 - val_loss: 28.3419 - val_vae_accuracy: 0.9647 Epoch 690/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.8598 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8770 - vae_accuracy: 0.9123 - val_loss: 28.4019 - val_vae_accuracy: 0.9648 Epoch 691/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 28.9337 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8651 - vae_accuracy: 0.9124 - val_loss: 28.5399 - val_vae_accuracy: 0.9647 Epoch 692/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 28.8736 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8567 - vae_accuracy: 0.9124 - val_loss: 28.5538 - val_vae_accuracy: 0.9646 Epoch 693/4000 14400/16000 [==========================>...] - ETA: 0s - loss: 28.8660 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8284 - vae_accuracy: 0.9124 - val_loss: 28.5339 - val_vae_accuracy: 0.9647 Epoch 694/4000 14000/16000 [=========================>....] - ETA: 0s - loss: 28.8170 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8455 - vae_accuracy: 0.9125 - val_loss: 28.3270 - val_vae_accuracy: 0.9647 Epoch 695/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.8466 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8186 - vae_accuracy: 0.9124 - val_loss: 28.4230 - val_vae_accuracy: 0.9648 Epoch 696/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.8738 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8194 - vae_accuracy: 0.9124 - val_loss: 28.4780 - val_vae_accuracy: 0.9647 Epoch 697/4000 14300/16000 [=========================>....] - ETA: 0s - loss: 28.8674 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8139 - vae_accuracy: 0.9124 - val_loss: 28.3283 - val_vae_accuracy: 0.9648 Epoch 698/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 28.8311 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8177 - vae_accuracy: 0.9125 - val_loss: 28.6658 - val_vae_accuracy: 0.9643 Epoch 699/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 28.8162 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8708 - vae_accuracy: 0.9124 - val_loss: 28.4569 - val_vae_accuracy: 0.9647 Epoch 700/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 28.8020 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8621 - vae_accuracy: 0.9124 - val_loss: 28.4130 - val_vae_accuracy: 0.9649 Epoch 701/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.9113 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8767 - vae_accuracy: 0.9125 - val_loss: 28.4743 - val_vae_accuracy: 0.9647 Epoch 702/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.8406 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8218 - vae_accuracy: 0.9125 - val_loss: 28.3725 - val_vae_accuracy: 0.9648 Epoch 703/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.8570 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8814 - vae_accuracy: 0.9123 - val_loss: 28.4320 - val_vae_accuracy: 0.9646 Epoch 704/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.8499 - vae_accuracy: 0.9119WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8473 - vae_accuracy: 0.9125 - val_loss: 28.5513 - val_vae_accuracy: 0.9647 Epoch 705/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.8192 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8577 - vae_accuracy: 0.9124 - val_loss: 28.4420 - val_vae_accuracy: 0.9646 Epoch 706/4000 14000/16000 [=========================>....] - ETA: 0s - loss: 28.7828 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8509 - vae_accuracy: 0.9124 - val_loss: 28.2995 - val_vae_accuracy: 0.9650 Epoch 707/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.8712 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8503 - vae_accuracy: 0.9125 - val_loss: 28.5518 - val_vae_accuracy: 0.9645 Epoch 708/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.9859 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.9116 - vae_accuracy: 0.9123 - val_loss: 28.3776 - val_vae_accuracy: 0.9648 Epoch 709/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.9257 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8639 - vae_accuracy: 0.9124 - val_loss: 28.4041 - val_vae_accuracy: 0.9647 Epoch 710/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.7091 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8466 - vae_accuracy: 0.9124 - val_loss: 28.4650 - val_vae_accuracy: 0.9646 Epoch 711/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.7888 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8276 - vae_accuracy: 0.9124 - val_loss: 28.3864 - val_vae_accuracy: 0.9648 Epoch 712/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.9104 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8377 - vae_accuracy: 0.9124 - val_loss: 28.3481 - val_vae_accuracy: 0.9649 Epoch 713/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.7924 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8195 - vae_accuracy: 0.9124 - val_loss: 28.4009 - val_vae_accuracy: 0.9649 Epoch 714/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.8534 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8806 - vae_accuracy: 0.9124 - val_loss: 28.3798 - val_vae_accuracy: 0.9649 Epoch 715/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.9018 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8888 - vae_accuracy: 0.9124 - val_loss: 28.4526 - val_vae_accuracy: 0.9647 Epoch 716/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.8515 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8549 - vae_accuracy: 0.9124 - val_loss: 28.5122 - val_vae_accuracy: 0.9645 Epoch 717/4000 11700/16000 [====================>.........] - ETA: 0s - loss: 28.8151 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8100 - vae_accuracy: 0.9125 - val_loss: 28.3769 - val_vae_accuracy: 0.9647 Epoch 718/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.7608 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8148 - vae_accuracy: 0.9125 - val_loss: 28.2655 - val_vae_accuracy: 0.9649 Epoch 719/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.7627 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8582 - vae_accuracy: 0.9124 - val_loss: 28.3875 - val_vae_accuracy: 0.9647 Epoch 720/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.8329 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8399 - vae_accuracy: 0.9124 - val_loss: 28.4934 - val_vae_accuracy: 0.9646 Epoch 721/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.7745 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8516 - vae_accuracy: 0.9124 - val_loss: 28.2914 - val_vae_accuracy: 0.9649 Epoch 722/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.7866 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8481 - vae_accuracy: 0.9124 - val_loss: 28.2238 - val_vae_accuracy: 0.9650 Epoch 723/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.8691 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8587 - vae_accuracy: 0.9124 - val_loss: 28.3264 - val_vae_accuracy: 0.9648 Epoch 724/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.9434 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8544 - vae_accuracy: 0.9123 - val_loss: 28.3965 - val_vae_accuracy: 0.9647 Epoch 725/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.7467 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8033 - vae_accuracy: 0.9124 - val_loss: 28.4437 - val_vae_accuracy: 0.9648 Epoch 726/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.8344 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8850 - vae_accuracy: 0.9125 - val_loss: 28.4664 - val_vae_accuracy: 0.9647 Epoch 727/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.8083 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8419 - vae_accuracy: 0.9125 - val_loss: 28.6009 - val_vae_accuracy: 0.9644 Epoch 728/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.8590 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8325 - vae_accuracy: 0.9124 - val_loss: 28.4234 - val_vae_accuracy: 0.9647 Epoch 729/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.9095 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8626 - vae_accuracy: 0.9124 - val_loss: 28.4500 - val_vae_accuracy: 0.9649 Epoch 730/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.9278 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8592 - vae_accuracy: 0.9125 - val_loss: 28.4482 - val_vae_accuracy: 0.9649 Epoch 731/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.8376 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8569 - vae_accuracy: 0.9125 - val_loss: 28.4655 - val_vae_accuracy: 0.9647 Epoch 732/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.8280 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8446 - vae_accuracy: 0.9124 - val_loss: 28.3783 - val_vae_accuracy: 0.9647 Epoch 733/4000 14000/16000 [=========================>....] - ETA: 0s - loss: 28.8390 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8548 - vae_accuracy: 0.9125 - val_loss: 28.4844 - val_vae_accuracy: 0.9648 Epoch 734/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.8737 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8355 - vae_accuracy: 0.9125 - val_loss: 28.4675 - val_vae_accuracy: 0.9647 Epoch 735/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.8029 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8387 - vae_accuracy: 0.9124 - val_loss: 28.3557 - val_vae_accuracy: 0.9647 Epoch 736/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.8369 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8504 - vae_accuracy: 0.9124 - val_loss: 28.4551 - val_vae_accuracy: 0.9646 Epoch 737/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.8319 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8334 - vae_accuracy: 0.9123 - val_loss: 28.4186 - val_vae_accuracy: 0.9646 Epoch 738/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.9836 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8755 - vae_accuracy: 0.9124 - val_loss: 28.2938 - val_vae_accuracy: 0.9648 Epoch 739/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8211 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7982 - vae_accuracy: 0.9125 - val_loss: 28.3398 - val_vae_accuracy: 0.9647 Epoch 740/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.8397 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8244 - vae_accuracy: 0.9124 - val_loss: 28.4298 - val_vae_accuracy: 0.9646 Epoch 741/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.7591 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8317 - vae_accuracy: 0.9124 - val_loss: 28.5126 - val_vae_accuracy: 0.9645 Epoch 742/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.8889 - vae_accuracy: 0.9120WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8353 - vae_accuracy: 0.9124 - val_loss: 28.3267 - val_vae_accuracy: 0.9649 Epoch 743/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.8102 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8599 - vae_accuracy: 0.9124 - val_loss: 28.3653 - val_vae_accuracy: 0.9647 Epoch 744/4000 14500/16000 [==========================>...] - ETA: 0s - loss: 28.7574 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8227 - vae_accuracy: 0.9124 - val_loss: 28.4087 - val_vae_accuracy: 0.9647 Epoch 745/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.8651 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8318 - vae_accuracy: 0.9124 - val_loss: 28.3970 - val_vae_accuracy: 0.9647 Epoch 746/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.8766 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8292 - vae_accuracy: 0.9124 - val_loss: 28.4074 - val_vae_accuracy: 0.9646 Epoch 747/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8097 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8014 - vae_accuracy: 0.9124 - val_loss: 28.4620 - val_vae_accuracy: 0.9647 Epoch 748/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8062 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8050 - vae_accuracy: 0.9124 - val_loss: 28.4345 - val_vae_accuracy: 0.9646 Epoch 749/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.8254 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8467 - vae_accuracy: 0.9124 - val_loss: 28.5094 - val_vae_accuracy: 0.9644 Epoch 750/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.8678 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8485 - vae_accuracy: 0.9124 - val_loss: 28.4000 - val_vae_accuracy: 0.9647 Epoch 751/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.7983 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8407 - vae_accuracy: 0.9124 - val_loss: 28.4541 - val_vae_accuracy: 0.9647 Epoch 752/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.6930 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7973 - vae_accuracy: 0.9125 - val_loss: 28.4373 - val_vae_accuracy: 0.9646 Epoch 753/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.9398 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8765 - vae_accuracy: 0.9124 - val_loss: 28.3845 - val_vae_accuracy: 0.9649 Epoch 754/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.7523 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8103 - vae_accuracy: 0.9125 - val_loss: 28.4916 - val_vae_accuracy: 0.9646 Epoch 755/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.7946 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8389 - vae_accuracy: 0.9124 - val_loss: 28.4899 - val_vae_accuracy: 0.9645 Epoch 756/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.8649 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8626 - vae_accuracy: 0.9124 - val_loss: 28.3986 - val_vae_accuracy: 0.9648 Epoch 757/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.9045 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8308 - vae_accuracy: 0.9125 - val_loss: 28.3747 - val_vae_accuracy: 0.9649 Epoch 758/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.8978 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8506 - vae_accuracy: 0.9124 - val_loss: 28.5240 - val_vae_accuracy: 0.9647 Epoch 759/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.9584 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8540 - vae_accuracy: 0.9124 - val_loss: 28.3837 - val_vae_accuracy: 0.9648 Epoch 760/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.8112 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8511 - vae_accuracy: 0.9124 - val_loss: 28.3866 - val_vae_accuracy: 0.9647 Epoch 761/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.9109 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8766 - vae_accuracy: 0.9124 - val_loss: 28.4123 - val_vae_accuracy: 0.9647 Epoch 762/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.8220 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.9079 - vae_accuracy: 0.9123 - val_loss: 28.5128 - val_vae_accuracy: 0.9644 Epoch 763/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.9254 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8791 - vae_accuracy: 0.9124 - val_loss: 28.3846 - val_vae_accuracy: 0.9649 Epoch 764/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.8105 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8258 - vae_accuracy: 0.9125 - val_loss: 28.4246 - val_vae_accuracy: 0.9646 Epoch 765/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.8815 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8319 - vae_accuracy: 0.9124 - val_loss: 28.4124 - val_vae_accuracy: 0.9647 Epoch 766/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.8137 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8274 - vae_accuracy: 0.9124 - val_loss: 28.3794 - val_vae_accuracy: 0.9648 Epoch 767/4000 15100/16000 [===========================>..] - ETA: 0s - loss: 28.8711 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8565 - vae_accuracy: 0.9124 - val_loss: 28.4973 - val_vae_accuracy: 0.9644 Epoch 768/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.8700 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8538 - vae_accuracy: 0.9124 - val_loss: 28.5063 - val_vae_accuracy: 0.9647 Epoch 769/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.8276 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8329 - vae_accuracy: 0.9125 - val_loss: 28.3556 - val_vae_accuracy: 0.9648 Epoch 770/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.8339 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8802 - vae_accuracy: 0.9124 - val_loss: 28.4188 - val_vae_accuracy: 0.9647 Epoch 771/4000 14400/16000 [==========================>...] - ETA: 0s - loss: 28.8786 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8673 - vae_accuracy: 0.9124 - val_loss: 28.5769 - val_vae_accuracy: 0.9646 Epoch 772/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.8238 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7951 - vae_accuracy: 0.9125 - val_loss: 28.5938 - val_vae_accuracy: 0.9645 Epoch 773/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.8056 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8061 - vae_accuracy: 0.9124 - val_loss: 28.4267 - val_vae_accuracy: 0.9646 Epoch 774/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.8863 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8316 - vae_accuracy: 0.9124 - val_loss: 28.2605 - val_vae_accuracy: 0.9649 Epoch 775/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.9269 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8725 - vae_accuracy: 0.9124 - val_loss: 28.4138 - val_vae_accuracy: 0.9648 Epoch 776/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.9282 - vae_accuracy: 0.9120WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8302 - vae_accuracy: 0.9124 - val_loss: 28.4244 - val_vae_accuracy: 0.9646 Epoch 777/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.8870 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8491 - vae_accuracy: 0.9124 - val_loss: 28.5225 - val_vae_accuracy: 0.9646 Epoch 778/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.9065 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8292 - vae_accuracy: 0.9124 - val_loss: 28.2984 - val_vae_accuracy: 0.9648 Epoch 779/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.8098 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8320 - vae_accuracy: 0.9124 - val_loss: 28.5155 - val_vae_accuracy: 0.9646 Epoch 780/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.7979 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8445 - vae_accuracy: 0.9124 - val_loss: 28.4622 - val_vae_accuracy: 0.9647 Epoch 781/4000 15100/16000 [===========================>..] - ETA: 0s - loss: 28.8941 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8387 - vae_accuracy: 0.9124 - val_loss: 28.3960 - val_vae_accuracy: 0.9647 Epoch 782/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.7473 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8284 - vae_accuracy: 0.9124 - val_loss: 28.4412 - val_vae_accuracy: 0.9647 Epoch 783/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.9315 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8655 - vae_accuracy: 0.9124 - val_loss: 28.4268 - val_vae_accuracy: 0.9647 Epoch 784/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.7486 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8126 - vae_accuracy: 0.9124 - val_loss: 28.3610 - val_vae_accuracy: 0.9648 Epoch 785/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.7631 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8053 - vae_accuracy: 0.9125 - val_loss: 28.3058 - val_vae_accuracy: 0.9649 Epoch 786/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.8686 - vae_accuracy: 0.9119WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8174 - vae_accuracy: 0.9124 - val_loss: 28.4402 - val_vae_accuracy: 0.9647 Epoch 787/4000 11900/16000 [=====================>........] - ETA: 0s - loss: 28.8301 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.9011 - vae_accuracy: 0.9124 - val_loss: 28.2483 - val_vae_accuracy: 0.9650 Epoch 788/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8741 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8673 - vae_accuracy: 0.9125 - val_loss: 28.3589 - val_vae_accuracy: 0.9647 Epoch 789/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.9075 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8546 - vae_accuracy: 0.9124 - val_loss: 28.4463 - val_vae_accuracy: 0.9648 Epoch 790/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.8163 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8322 - vae_accuracy: 0.9124 - val_loss: 28.3184 - val_vae_accuracy: 0.9646 Epoch 791/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.9316 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8498 - vae_accuracy: 0.9124 - val_loss: 28.3274 - val_vae_accuracy: 0.9647 Epoch 792/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.8665 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8545 - vae_accuracy: 0.9123 - val_loss: 28.3443 - val_vae_accuracy: 0.9647 Epoch 793/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.9785 - vae_accuracy: 0.9120WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8758 - vae_accuracy: 0.9124 - val_loss: 28.4454 - val_vae_accuracy: 0.9647 Epoch 794/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8879 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8417 - vae_accuracy: 0.9124 - val_loss: 28.3809 - val_vae_accuracy: 0.9646 Epoch 795/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.8412 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8621 - vae_accuracy: 0.9124 - val_loss: 28.4815 - val_vae_accuracy: 0.9647 Epoch 796/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8423 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8587 - vae_accuracy: 0.9124 - val_loss: 28.4302 - val_vae_accuracy: 0.9647 Epoch 797/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.9662 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8380 - vae_accuracy: 0.9125 - val_loss: 28.6457 - val_vae_accuracy: 0.9645 Epoch 798/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.7172 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8211 - vae_accuracy: 0.9124 - val_loss: 28.3382 - val_vae_accuracy: 0.9648 Epoch 799/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.8051 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8425 - vae_accuracy: 0.9124 - val_loss: 28.4245 - val_vae_accuracy: 0.9647 Epoch 800/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.8861 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8728 - vae_accuracy: 0.9123 - val_loss: 28.4237 - val_vae_accuracy: 0.9646 Epoch 801/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.8681 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8176 - vae_accuracy: 0.9125 - val_loss: 28.3642 - val_vae_accuracy: 0.9646 Epoch 802/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.9347 - vae_accuracy: 0.9119WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8479 - vae_accuracy: 0.9124 - val_loss: 28.3368 - val_vae_accuracy: 0.9647 Epoch 803/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.8794 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8251 - vae_accuracy: 0.9124 - val_loss: 28.5270 - val_vae_accuracy: 0.9646 Epoch 804/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.9225 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8426 - vae_accuracy: 0.9124 - val_loss: 28.5423 - val_vae_accuracy: 0.9646 Epoch 805/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.8675 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8831 - vae_accuracy: 0.9124 - val_loss: 28.3702 - val_vae_accuracy: 0.9647 Epoch 806/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.8928 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8535 - vae_accuracy: 0.9124 - val_loss: 28.3653 - val_vae_accuracy: 0.9648 Epoch 807/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.8559 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8559 - vae_accuracy: 0.9125 - val_loss: 28.3724 - val_vae_accuracy: 0.9649 Epoch 808/4000 11900/16000 [=====================>........] - ETA: 0s - loss: 28.7393 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8659 - vae_accuracy: 0.9124 - val_loss: 28.5714 - val_vae_accuracy: 0.9646 Epoch 809/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.8343 - vae_accuracy: 0.9120WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8599 - vae_accuracy: 0.9124 - val_loss: 28.3670 - val_vae_accuracy: 0.9649 Epoch 810/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8247 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8423 - vae_accuracy: 0.9125 - val_loss: 28.3219 - val_vae_accuracy: 0.9650 Epoch 811/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.8233 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8309 - vae_accuracy: 0.9125 - val_loss: 28.5060 - val_vae_accuracy: 0.9646 Epoch 812/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.7984 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8390 - vae_accuracy: 0.9125 - val_loss: 28.4346 - val_vae_accuracy: 0.9648 Epoch 813/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.8749 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8599 - vae_accuracy: 0.9124 - val_loss: 28.3985 - val_vae_accuracy: 0.9646 Epoch 814/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.8918 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8937 - vae_accuracy: 0.9123 - val_loss: 28.4354 - val_vae_accuracy: 0.9648 Epoch 815/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.9326 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8726 - vae_accuracy: 0.9124 - val_loss: 28.3993 - val_vae_accuracy: 0.9648 Epoch 816/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.8970 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8330 - vae_accuracy: 0.9124 - val_loss: 28.5344 - val_vae_accuracy: 0.9645 Epoch 817/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.8463 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8463 - vae_accuracy: 0.9123 - val_loss: 28.6254 - val_vae_accuracy: 0.9645 Epoch 818/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8778 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8883 - vae_accuracy: 0.9123 - val_loss: 28.7183 - val_vae_accuracy: 0.9642 Epoch 819/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.7296 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8369 - vae_accuracy: 0.9124 - val_loss: 28.3252 - val_vae_accuracy: 0.9648 Epoch 820/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.8264 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8264 - vae_accuracy: 0.9124 - val_loss: 28.2918 - val_vae_accuracy: 0.9650 Epoch 821/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.7690 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8582 - vae_accuracy: 0.9125 - val_loss: 28.5936 - val_vae_accuracy: 0.9644 Epoch 822/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.8911 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8664 - vae_accuracy: 0.9124 - val_loss: 28.3959 - val_vae_accuracy: 0.9649 Epoch 823/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.7134 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8285 - vae_accuracy: 0.9125 - val_loss: 28.4055 - val_vae_accuracy: 0.9647 Epoch 824/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.8918 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8312 - vae_accuracy: 0.9124 - val_loss: 28.4293 - val_vae_accuracy: 0.9648 Epoch 825/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.8425 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8796 - vae_accuracy: 0.9124 - val_loss: 28.4258 - val_vae_accuracy: 0.9647 Epoch 826/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.7930 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8614 - vae_accuracy: 0.9124 - val_loss: 28.4184 - val_vae_accuracy: 0.9647 Epoch 827/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.8623 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8385 - vae_accuracy: 0.9124 - val_loss: 28.4222 - val_vae_accuracy: 0.9648 Epoch 828/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.8116 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8211 - vae_accuracy: 0.9125 - val_loss: 28.4299 - val_vae_accuracy: 0.9647 Epoch 829/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.8456 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8139 - vae_accuracy: 0.9125 - val_loss: 28.3400 - val_vae_accuracy: 0.9648 Epoch 830/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.7349 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8136 - vae_accuracy: 0.9124 - val_loss: 28.3261 - val_vae_accuracy: 0.9649 Epoch 831/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.8195 - vae_accuracy: 0.9120WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8434 - vae_accuracy: 0.9125 - val_loss: 28.4947 - val_vae_accuracy: 0.9646 Epoch 832/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.6825 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8045 - vae_accuracy: 0.9124 - val_loss: 28.5330 - val_vae_accuracy: 0.9646 Epoch 833/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.8126 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8324 - vae_accuracy: 0.9125 - val_loss: 28.4375 - val_vae_accuracy: 0.9648 Epoch 834/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.8493 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8313 - vae_accuracy: 0.9125 - val_loss: 28.4864 - val_vae_accuracy: 0.9647 Epoch 835/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.9102 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8263 - vae_accuracy: 0.9125 - val_loss: 28.5035 - val_vae_accuracy: 0.9646 Epoch 836/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.8158 - vae_accuracy: 0.9120WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8373 - vae_accuracy: 0.9124 - val_loss: 28.3722 - val_vae_accuracy: 0.9648 Epoch 837/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.8854 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8303 - vae_accuracy: 0.9124 - val_loss: 28.2326 - val_vae_accuracy: 0.9650 Epoch 838/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.8689 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8773 - vae_accuracy: 0.9124 - val_loss: 28.3507 - val_vae_accuracy: 0.9649 Epoch 839/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.8528 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8399 - vae_accuracy: 0.9124 - val_loss: 28.4910 - val_vae_accuracy: 0.9645 Epoch 840/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.8516 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8584 - vae_accuracy: 0.9124 - val_loss: 28.3180 - val_vae_accuracy: 0.9649 Epoch 841/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.8437 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8437 - vae_accuracy: 0.9125 - val_loss: 28.3596 - val_vae_accuracy: 0.9649 Epoch 842/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.8312 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8312 - vae_accuracy: 0.9125 - val_loss: 28.3217 - val_vae_accuracy: 0.9648 Epoch 843/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.7814 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8405 - vae_accuracy: 0.9124 - val_loss: 28.5088 - val_vae_accuracy: 0.9648 Epoch 844/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.8274 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8412 - vae_accuracy: 0.9124 - val_loss: 28.4190 - val_vae_accuracy: 0.9648 Epoch 845/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.8958 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8435 - vae_accuracy: 0.9125 - val_loss: 28.3775 - val_vae_accuracy: 0.9648 Epoch 846/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8313 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8246 - vae_accuracy: 0.9124 - val_loss: 28.4339 - val_vae_accuracy: 0.9646 Epoch 847/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8772 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8583 - vae_accuracy: 0.9124 - val_loss: 28.4513 - val_vae_accuracy: 0.9648 Epoch 848/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.9414 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8330 - vae_accuracy: 0.9124 - val_loss: 28.3752 - val_vae_accuracy: 0.9647 Epoch 849/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.8186 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8271 - vae_accuracy: 0.9125 - val_loss: 28.4269 - val_vae_accuracy: 0.9647 Epoch 850/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8456 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8369 - vae_accuracy: 0.9125 - val_loss: 28.4190 - val_vae_accuracy: 0.9648 Epoch 851/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8137 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8148 - vae_accuracy: 0.9124 - val_loss: 28.5029 - val_vae_accuracy: 0.9646 Epoch 852/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8078 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8007 - vae_accuracy: 0.9124 - val_loss: 28.5936 - val_vae_accuracy: 0.9644 Epoch 853/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.9445 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.9416 - vae_accuracy: 0.9124 - val_loss: 28.5249 - val_vae_accuracy: 0.9646 Epoch 854/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8666 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8807 - vae_accuracy: 0.9124 - val_loss: 28.5042 - val_vae_accuracy: 0.9647 Epoch 855/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.9209 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8748 - vae_accuracy: 0.9124 - val_loss: 28.4802 - val_vae_accuracy: 0.9647 Epoch 856/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.8223 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8731 - vae_accuracy: 0.9124 - val_loss: 28.5983 - val_vae_accuracy: 0.9644 Epoch 857/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.8184 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8216 - vae_accuracy: 0.9123 - val_loss: 28.3512 - val_vae_accuracy: 0.9647 Epoch 858/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.8156 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8379 - vae_accuracy: 0.9124 - val_loss: 28.4276 - val_vae_accuracy: 0.9647 Epoch 859/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.8810 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8793 - vae_accuracy: 0.9124 - val_loss: 28.4544 - val_vae_accuracy: 0.9648 Epoch 860/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8731 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8673 - vae_accuracy: 0.9125 - val_loss: 28.4671 - val_vae_accuracy: 0.9647 Epoch 861/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8715 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8673 - vae_accuracy: 0.9124 - val_loss: 28.5349 - val_vae_accuracy: 0.9645 Epoch 862/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.8635 - vae_accuracy: 0.9119WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8829 - vae_accuracy: 0.9124 - val_loss: 28.4694 - val_vae_accuracy: 0.9647 Epoch 863/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.8540 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8085 - vae_accuracy: 0.9125 - val_loss: 28.5412 - val_vae_accuracy: 0.9645 Epoch 864/4000 15000/16000 [===========================>..] - ETA: 0s - loss: 28.8208 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8683 - vae_accuracy: 0.9123 - val_loss: 28.6523 - val_vae_accuracy: 0.9644 Epoch 865/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.8188 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8682 - vae_accuracy: 0.9124 - val_loss: 28.4217 - val_vae_accuracy: 0.9648 Epoch 866/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.8832 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8614 - vae_accuracy: 0.9124 - val_loss: 28.3660 - val_vae_accuracy: 0.9648 Epoch 867/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.8680 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8311 - vae_accuracy: 0.9124 - val_loss: 28.3258 - val_vae_accuracy: 0.9648 Epoch 868/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.7992 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8702 - vae_accuracy: 0.9125 - val_loss: 28.4004 - val_vae_accuracy: 0.9648 Epoch 869/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.8684 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8561 - vae_accuracy: 0.9125 - val_loss: 28.4557 - val_vae_accuracy: 0.9647 Epoch 870/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.8353 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8027 - vae_accuracy: 0.9125 - val_loss: 28.4661 - val_vae_accuracy: 0.9646 Epoch 871/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.8217 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8350 - vae_accuracy: 0.9125 - val_loss: 28.4440 - val_vae_accuracy: 0.9646 Epoch 872/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.8712 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8516 - vae_accuracy: 0.9125 - val_loss: 28.2937 - val_vae_accuracy: 0.9649 Epoch 873/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.8307 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8663 - vae_accuracy: 0.9125 - val_loss: 28.4350 - val_vae_accuracy: 0.9649 Epoch 874/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 29.0200 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8476 - vae_accuracy: 0.9125 - val_loss: 28.4636 - val_vae_accuracy: 0.9648 Epoch 875/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.8350 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8579 - vae_accuracy: 0.9125 - val_loss: 28.4127 - val_vae_accuracy: 0.9648 Epoch 876/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.8154 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8338 - vae_accuracy: 0.9124 - val_loss: 28.4615 - val_vae_accuracy: 0.9646 Epoch 877/4000 15000/16000 [===========================>..] - ETA: 0s - loss: 28.8674 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8184 - vae_accuracy: 0.9124 - val_loss: 28.3829 - val_vae_accuracy: 0.9648 Epoch 878/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8494 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8569 - vae_accuracy: 0.9124 - val_loss: 28.3320 - val_vae_accuracy: 0.9648 Epoch 879/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.8427 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8242 - vae_accuracy: 0.9125 - val_loss: 28.4519 - val_vae_accuracy: 0.9647 Epoch 880/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.8492 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8531 - vae_accuracy: 0.9124 - val_loss: 28.4668 - val_vae_accuracy: 0.9648 Epoch 881/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.8733 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8410 - vae_accuracy: 0.9125 - val_loss: 28.4709 - val_vae_accuracy: 0.9648 Epoch 882/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.8364 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8488 - vae_accuracy: 0.9124 - val_loss: 28.3399 - val_vae_accuracy: 0.9649 Epoch 883/4000 15100/16000 [===========================>..] - ETA: 0s - loss: 28.8425 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8507 - vae_accuracy: 0.9125 - val_loss: 28.4160 - val_vae_accuracy: 0.9647 Epoch 884/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.7481 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8074 - vae_accuracy: 0.9125 - val_loss: 28.5374 - val_vae_accuracy: 0.9646 Epoch 885/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.7922 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8315 - vae_accuracy: 0.9124 - val_loss: 28.4309 - val_vae_accuracy: 0.9647 Epoch 886/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.8228 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8228 - vae_accuracy: 0.9125 - val_loss: 28.4787 - val_vae_accuracy: 0.9647 Epoch 887/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.8702 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8771 - vae_accuracy: 0.9125 - val_loss: 28.4046 - val_vae_accuracy: 0.9647 Epoch 888/4000 14600/16000 [==========================>...] - ETA: 0s - loss: 28.8595 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8562 - vae_accuracy: 0.9125 - val_loss: 28.4753 - val_vae_accuracy: 0.9647 Epoch 889/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.6458 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8224 - vae_accuracy: 0.9125 - val_loss: 28.3555 - val_vae_accuracy: 0.9648 Epoch 890/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.7366 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8193 - vae_accuracy: 0.9124 - val_loss: 28.5121 - val_vae_accuracy: 0.9644 Epoch 891/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.7929 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.7913 - vae_accuracy: 0.9125 - val_loss: 28.4319 - val_vae_accuracy: 0.9646 Epoch 892/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.6260 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8142 - vae_accuracy: 0.9124 - val_loss: 28.3319 - val_vae_accuracy: 0.9649 Epoch 893/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.8106 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8125 - vae_accuracy: 0.9124 - val_loss: 28.4050 - val_vae_accuracy: 0.9646 Epoch 894/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.8366 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8166 - vae_accuracy: 0.9124 - val_loss: 28.3217 - val_vae_accuracy: 0.9649 Epoch 895/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8356 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8515 - vae_accuracy: 0.9125 - val_loss: 28.3241 - val_vae_accuracy: 0.9649 Epoch 896/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8441 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8330 - vae_accuracy: 0.9126 - val_loss: 28.3927 - val_vae_accuracy: 0.9649 Epoch 897/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.9027 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8402 - vae_accuracy: 0.9124 - val_loss: 28.4272 - val_vae_accuracy: 0.9645 Epoch 898/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.8530 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 17us/sample - loss: 28.8284 - vae_accuracy: 0.9125 - val_loss: 28.4765 - val_vae_accuracy: 0.9646 Epoch 899/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.7959 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8493 - vae_accuracy: 0.9124 - val_loss: 28.5459 - val_vae_accuracy: 0.9645 Epoch 900/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.8094 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8250 - vae_accuracy: 0.9125 - val_loss: 28.3984 - val_vae_accuracy: 0.9647 Epoch 901/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.7991 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8032 - vae_accuracy: 0.9125 - val_loss: 28.3351 - val_vae_accuracy: 0.9647 Epoch 902/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.8184 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8453 - vae_accuracy: 0.9124 - val_loss: 28.4699 - val_vae_accuracy: 0.9647 Epoch 903/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.8181 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8165 - vae_accuracy: 0.9125 - val_loss: 28.3475 - val_vae_accuracy: 0.9648 Epoch 904/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.8350 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8398 - vae_accuracy: 0.9125 - val_loss: 28.4365 - val_vae_accuracy: 0.9648 Epoch 905/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.8909 - vae_accuracy: 0.9119WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8566 - vae_accuracy: 0.9124 - val_loss: 28.3687 - val_vae_accuracy: 0.9648 Epoch 906/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.7454 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8376 - vae_accuracy: 0.9125 - val_loss: 28.2811 - val_vae_accuracy: 0.9649 Epoch 907/4000 14700/16000 [==========================>...] - ETA: 0s - loss: 28.8895 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8450 - vae_accuracy: 0.9125 - val_loss: 28.4178 - val_vae_accuracy: 0.9648 Epoch 908/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.8440 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8464 - vae_accuracy: 0.9124 - val_loss: 28.5001 - val_vae_accuracy: 0.9646 Epoch 909/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.9036 - vae_accuracy: 0.9120WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8552 - vae_accuracy: 0.9124 - val_loss: 28.6408 - val_vae_accuracy: 0.9645 Epoch 910/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.8377 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8377 - vae_accuracy: 0.9125 - val_loss: 28.3497 - val_vae_accuracy: 0.9647 Epoch 911/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.7704 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8369 - vae_accuracy: 0.9124 - val_loss: 28.4232 - val_vae_accuracy: 0.9647 Epoch 912/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.8463 - vae_accuracy: 0.9118WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8256 - vae_accuracy: 0.9125 - val_loss: 28.3864 - val_vae_accuracy: 0.9650 Epoch 913/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.8901 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8387 - vae_accuracy: 0.9124 - val_loss: 28.4807 - val_vae_accuracy: 0.9647 Epoch 914/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.8602 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8595 - vae_accuracy: 0.9124 - val_loss: 28.3617 - val_vae_accuracy: 0.9648 Epoch 915/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.8650 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8671 - vae_accuracy: 0.9124 - val_loss: 28.3702 - val_vae_accuracy: 0.9648 Epoch 916/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.7816 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8243 - vae_accuracy: 0.9124 - val_loss: 28.4902 - val_vae_accuracy: 0.9646 Epoch 917/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.6982 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8151 - vae_accuracy: 0.9125 - val_loss: 28.4254 - val_vae_accuracy: 0.9647 Epoch 918/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.8970 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8159 - vae_accuracy: 0.9125 - val_loss: 28.3561 - val_vae_accuracy: 0.9648 Epoch 919/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8636 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8435 - vae_accuracy: 0.9125 - val_loss: 28.4920 - val_vae_accuracy: 0.9646 Epoch 920/4000 14600/16000 [==========================>...] - ETA: 0s - loss: 28.7651 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8269 - vae_accuracy: 0.9125 - val_loss: 28.3745 - val_vae_accuracy: 0.9649 Epoch 921/4000 14600/16000 [==========================>...] - ETA: 0s - loss: 28.8326 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8264 - vae_accuracy: 0.9125 - val_loss: 28.3588 - val_vae_accuracy: 0.9648 Epoch 922/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.8324 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8478 - vae_accuracy: 0.9125 - val_loss: 28.4115 - val_vae_accuracy: 0.9648 Epoch 923/4000 14700/16000 [==========================>...] - ETA: 0s - loss: 28.7925 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8374 - vae_accuracy: 0.9125 - val_loss: 28.4058 - val_vae_accuracy: 0.9648 Epoch 924/4000 11900/16000 [=====================>........] - ETA: 0s - loss: 28.8946 - vae_accuracy: 0.9119WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8482 - vae_accuracy: 0.9124 - val_loss: 28.5185 - val_vae_accuracy: 0.9646 Epoch 925/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.7123 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7951 - vae_accuracy: 0.9125 - val_loss: 28.3247 - val_vae_accuracy: 0.9649 Epoch 926/4000 15000/16000 [===========================>..] - ETA: 0s - loss: 28.8712 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8561 - vae_accuracy: 0.9124 - val_loss: 28.3718 - val_vae_accuracy: 0.9650 Epoch 927/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.8310 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8355 - vae_accuracy: 0.9125 - val_loss: 28.4880 - val_vae_accuracy: 0.9647 Epoch 928/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.7940 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8563 - vae_accuracy: 0.9124 - val_loss: 28.3091 - val_vae_accuracy: 0.9649 Epoch 929/4000 14800/16000 [==========================>...] - ETA: 0s - loss: 28.8499 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8372 - vae_accuracy: 0.9124 - val_loss: 28.3171 - val_vae_accuracy: 0.9648 Epoch 930/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.8145 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8469 - vae_accuracy: 0.9124 - val_loss: 28.4460 - val_vae_accuracy: 0.9646 Epoch 931/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.7023 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8016 - vae_accuracy: 0.9124 - val_loss: 28.4872 - val_vae_accuracy: 0.9646 Epoch 932/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.8556 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8307 - vae_accuracy: 0.9124 - val_loss: 28.3773 - val_vae_accuracy: 0.9648 Epoch 933/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.8545 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8545 - vae_accuracy: 0.9125 - val_loss: 28.3019 - val_vae_accuracy: 0.9650 Epoch 934/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8647 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8513 - vae_accuracy: 0.9125 - val_loss: 28.5116 - val_vae_accuracy: 0.9647 Epoch 935/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.8459 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8528 - vae_accuracy: 0.9125 - val_loss: 28.6725 - val_vae_accuracy: 0.9643 Epoch 936/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.9701 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8435 - vae_accuracy: 0.9125 - val_loss: 28.3951 - val_vae_accuracy: 0.9647 Epoch 937/4000 14800/16000 [==========================>...] - ETA: 0s - loss: 28.8130 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8586 - vae_accuracy: 0.9124 - val_loss: 28.4424 - val_vae_accuracy: 0.9647 Epoch 938/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.9080 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8706 - vae_accuracy: 0.9124 - val_loss: 28.4100 - val_vae_accuracy: 0.9648 Epoch 939/4000 15000/16000 [===========================>..] - ETA: 0s - loss: 28.8143 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8238 - vae_accuracy: 0.9125 - val_loss: 28.5437 - val_vae_accuracy: 0.9646 Epoch 940/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.9169 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8367 - vae_accuracy: 0.9125 - val_loss: 28.4497 - val_vae_accuracy: 0.9647 Epoch 941/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.8509 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8398 - vae_accuracy: 0.9124 - val_loss: 28.3460 - val_vae_accuracy: 0.9647 Epoch 942/4000 11800/16000 [=====================>........] - ETA: 0s - loss: 28.9873 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8228 - vae_accuracy: 0.9124 - val_loss: 28.4254 - val_vae_accuracy: 0.9646 Epoch 943/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.7882 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8165 - vae_accuracy: 0.9124 - val_loss: 28.3317 - val_vae_accuracy: 0.9647 Epoch 944/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.8572 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8555 - vae_accuracy: 0.9124 - val_loss: 28.4394 - val_vae_accuracy: 0.9647 Epoch 945/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.7553 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8383 - vae_accuracy: 0.9125 - val_loss: 28.3906 - val_vae_accuracy: 0.9648 Epoch 946/4000 14800/16000 [==========================>...] - ETA: 0s - loss: 28.8881 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8556 - vae_accuracy: 0.9125 - val_loss: 28.4482 - val_vae_accuracy: 0.9646 Epoch 947/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.7426 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8146 - vae_accuracy: 0.9125 - val_loss: 28.4656 - val_vae_accuracy: 0.9647 Epoch 948/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8239 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8199 - vae_accuracy: 0.9125 - val_loss: 28.3946 - val_vae_accuracy: 0.9647 Epoch 949/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.8330 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8330 - vae_accuracy: 0.9125 - val_loss: 28.4868 - val_vae_accuracy: 0.9647 Epoch 950/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.9178 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8179 - vae_accuracy: 0.9125 - val_loss: 28.3838 - val_vae_accuracy: 0.9647 Epoch 951/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.7990 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8077 - vae_accuracy: 0.9124 - val_loss: 28.4714 - val_vae_accuracy: 0.9646 Epoch 952/4000 14800/16000 [==========================>...] - ETA: 0s - loss: 28.8531 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8427 - vae_accuracy: 0.9125 - val_loss: 28.4043 - val_vae_accuracy: 0.9647 Epoch 953/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.9423 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8735 - vae_accuracy: 0.9124 - val_loss: 28.4744 - val_vae_accuracy: 0.9647 Epoch 954/4000 15000/16000 [===========================>..] - ETA: 0s - loss: 28.8604 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8312 - vae_accuracy: 0.9124 - val_loss: 28.5589 - val_vae_accuracy: 0.9645 Epoch 955/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.9004 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8664 - vae_accuracy: 0.9125 - val_loss: 28.4998 - val_vae_accuracy: 0.9646 Epoch 956/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.9025 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8596 - vae_accuracy: 0.9124 - val_loss: 28.4350 - val_vae_accuracy: 0.9648 Epoch 957/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.9358 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8694 - vae_accuracy: 0.9125 - val_loss: 28.4277 - val_vae_accuracy: 0.9647 Epoch 958/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8435 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8116 - vae_accuracy: 0.9125 - val_loss: 28.3306 - val_vae_accuracy: 0.9648 Epoch 959/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.7902 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8586 - vae_accuracy: 0.9124 - val_loss: 28.3808 - val_vae_accuracy: 0.9647 Epoch 960/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.8280 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8240 - vae_accuracy: 0.9124 - val_loss: 28.3773 - val_vae_accuracy: 0.9646 Epoch 961/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.7125 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8095 - vae_accuracy: 0.9125 - val_loss: 28.3846 - val_vae_accuracy: 0.9647 Epoch 962/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.7963 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8179 - vae_accuracy: 0.9125 - val_loss: 28.3601 - val_vae_accuracy: 0.9648 Epoch 963/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.8063 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8573 - vae_accuracy: 0.9124 - val_loss: 28.3456 - val_vae_accuracy: 0.9648 Epoch 964/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.8397 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8458 - vae_accuracy: 0.9124 - val_loss: 28.2746 - val_vae_accuracy: 0.9648 Epoch 965/4000 15100/16000 [===========================>..] - ETA: 0s - loss: 28.8734 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8373 - vae_accuracy: 0.9124 - val_loss: 28.3724 - val_vae_accuracy: 0.9648 Epoch 966/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.8694 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8584 - vae_accuracy: 0.9125 - val_loss: 28.3640 - val_vae_accuracy: 0.9649 Epoch 967/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.8362 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8447 - vae_accuracy: 0.9125 - val_loss: 28.4385 - val_vae_accuracy: 0.9647 Epoch 968/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8332 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8355 - vae_accuracy: 0.9124 - val_loss: 28.4686 - val_vae_accuracy: 0.9644 Epoch 969/4000 14600/16000 [==========================>...] - ETA: 0s - loss: 28.7717 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8147 - vae_accuracy: 0.9125 - val_loss: 28.5011 - val_vae_accuracy: 0.9644 Epoch 970/4000 14300/16000 [=========================>....] - ETA: 0s - loss: 28.8176 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8373 - vae_accuracy: 0.9124 - val_loss: 28.4557 - val_vae_accuracy: 0.9646 Epoch 971/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8409 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8421 - vae_accuracy: 0.9125 - val_loss: 28.4705 - val_vae_accuracy: 0.9646 Epoch 972/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.7807 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8095 - vae_accuracy: 0.9124 - val_loss: 28.3952 - val_vae_accuracy: 0.9646 Epoch 973/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.7803 - vae_accuracy: 0.9120WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8418 - vae_accuracy: 0.9124 - val_loss: 28.2940 - val_vae_accuracy: 0.9649 Epoch 974/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8805 - vae_accuracy: 0.9120WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8532 - vae_accuracy: 0.9124 - val_loss: 28.3853 - val_vae_accuracy: 0.9648 Epoch 975/4000 14700/16000 [==========================>...] - ETA: 0s - loss: 28.8959 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8484 - vae_accuracy: 0.9125 - val_loss: 28.5134 - val_vae_accuracy: 0.9644 Epoch 976/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.9406 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8281 - vae_accuracy: 0.9125 - val_loss: 28.5250 - val_vae_accuracy: 0.9647 Epoch 977/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8242 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8021 - vae_accuracy: 0.9125 - val_loss: 28.3690 - val_vae_accuracy: 0.9648 Epoch 978/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.7726 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8230 - vae_accuracy: 0.9124 - val_loss: 28.3398 - val_vae_accuracy: 0.9649 Epoch 979/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.7729 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8295 - vae_accuracy: 0.9125 - val_loss: 28.6049 - val_vae_accuracy: 0.9645 Epoch 980/4000 14500/16000 [==========================>...] - ETA: 0s - loss: 28.8311 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8504 - vae_accuracy: 0.9123 - val_loss: 28.4988 - val_vae_accuracy: 0.9645 Epoch 981/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8056 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8032 - vae_accuracy: 0.9125 - val_loss: 28.4293 - val_vae_accuracy: 0.9646 Epoch 982/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.8445 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8464 - vae_accuracy: 0.9125 - val_loss: 28.4092 - val_vae_accuracy: 0.9648 Epoch 983/4000 14800/16000 [==========================>...] - ETA: 0s - loss: 28.9430 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8511 - vae_accuracy: 0.9124 - val_loss: 28.2841 - val_vae_accuracy: 0.9649 Epoch 984/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.9556 - vae_accuracy: 0.9119WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8523 - vae_accuracy: 0.9124 - val_loss: 28.2134 - val_vae_accuracy: 0.9649 Epoch 985/4000 14400/16000 [==========================>...] - ETA: 0s - loss: 28.7953 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8250 - vae_accuracy: 0.9124 - val_loss: 28.4563 - val_vae_accuracy: 0.9647 Epoch 986/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.8389 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8146 - vae_accuracy: 0.9125 - val_loss: 28.3997 - val_vae_accuracy: 0.9647 Epoch 987/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.8293 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8166 - vae_accuracy: 0.9124 - val_loss: 28.3209 - val_vae_accuracy: 0.9648 Epoch 988/4000 15100/16000 [===========================>..] - ETA: 0s - loss: 28.7789 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8391 - vae_accuracy: 0.9125 - val_loss: 28.3145 - val_vae_accuracy: 0.9649 Epoch 989/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.8303 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8244 - vae_accuracy: 0.9125 - val_loss: 28.4532 - val_vae_accuracy: 0.9646 Epoch 990/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.7777 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8438 - vae_accuracy: 0.9125 - val_loss: 28.3596 - val_vae_accuracy: 0.9648 Epoch 991/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.8204 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8086 - vae_accuracy: 0.9125 - val_loss: 28.3397 - val_vae_accuracy: 0.9648 Epoch 992/4000 14000/16000 [=========================>....] - ETA: 0s - loss: 28.7880 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8305 - vae_accuracy: 0.9125 - val_loss: 28.4742 - val_vae_accuracy: 0.9647 Epoch 993/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.7986 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8301 - vae_accuracy: 0.9125 - val_loss: 28.3404 - val_vae_accuracy: 0.9648 Epoch 994/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.9222 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8465 - vae_accuracy: 0.9125 - val_loss: 28.5603 - val_vae_accuracy: 0.9645 Epoch 995/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.7535 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8587 - vae_accuracy: 0.9125 - val_loss: 28.5484 - val_vae_accuracy: 0.9647 Epoch 996/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.8063 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8451 - vae_accuracy: 0.9125 - val_loss: 28.2693 - val_vae_accuracy: 0.9649 Epoch 997/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.9148 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8421 - vae_accuracy: 0.9124 - val_loss: 28.4743 - val_vae_accuracy: 0.9646 Epoch 998/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.8600 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8160 - vae_accuracy: 0.9125 - val_loss: 28.3141 - val_vae_accuracy: 0.9648 Epoch 999/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8873 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8107 - vae_accuracy: 0.9125 - val_loss: 28.5264 - val_vae_accuracy: 0.9645 Epoch 1000/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 29.0141 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8621 - vae_accuracy: 0.9124 - val_loss: 28.5199 - val_vae_accuracy: 0.9645 Epoch 1001/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.7846 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8494 - vae_accuracy: 0.9125 - val_loss: 28.4499 - val_vae_accuracy: 0.9646 Epoch 1002/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.8532 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8693 - vae_accuracy: 0.9124 - val_loss: 28.3594 - val_vae_accuracy: 0.9649 Epoch 1003/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.9964 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8791 - vae_accuracy: 0.9125 - val_loss: 28.5836 - val_vae_accuracy: 0.9645 Epoch 1004/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.8069 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7960 - vae_accuracy: 0.9125 - val_loss: 28.4727 - val_vae_accuracy: 0.9647 Epoch 1005/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.9171 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8516 - vae_accuracy: 0.9125 - val_loss: 28.3721 - val_vae_accuracy: 0.9649 Epoch 1006/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.8434 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8167 - vae_accuracy: 0.9125 - val_loss: 28.6347 - val_vae_accuracy: 0.9644 Epoch 1007/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.7614 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8202 - vae_accuracy: 0.9125 - val_loss: 28.3999 - val_vae_accuracy: 0.9647 Epoch 1008/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.7434 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8120 - vae_accuracy: 0.9125 - val_loss: 28.4774 - val_vae_accuracy: 0.9647 Epoch 1009/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.9377 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8306 - vae_accuracy: 0.9125 - val_loss: 28.3701 - val_vae_accuracy: 0.9648 Epoch 1010/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8750 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8342 - vae_accuracy: 0.9124 - val_loss: 28.5547 - val_vae_accuracy: 0.9645 Epoch 1011/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8923 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8251 - vae_accuracy: 0.9125 - val_loss: 28.3261 - val_vae_accuracy: 0.9648 Epoch 1012/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.8249 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8402 - vae_accuracy: 0.9125 - val_loss: 28.6677 - val_vae_accuracy: 0.9644 Epoch 1013/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.8407 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8380 - vae_accuracy: 0.9125 - val_loss: 28.4083 - val_vae_accuracy: 0.9648 Epoch 1014/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.7522 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8338 - vae_accuracy: 0.9125 - val_loss: 28.4657 - val_vae_accuracy: 0.9647 Epoch 1015/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.9753 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8027 - vae_accuracy: 0.9125 - val_loss: 28.3877 - val_vae_accuracy: 0.9648 Epoch 1016/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.7435 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8222 - vae_accuracy: 0.9125 - val_loss: 28.5143 - val_vae_accuracy: 0.9645 Epoch 1017/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.8219 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8431 - vae_accuracy: 0.9125 - val_loss: 28.4444 - val_vae_accuracy: 0.9649 Epoch 1018/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.7794 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8331 - vae_accuracy: 0.9125 - val_loss: 28.3900 - val_vae_accuracy: 0.9648 Epoch 1019/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.6457 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8226 - vae_accuracy: 0.9125 - val_loss: 28.3806 - val_vae_accuracy: 0.9648 Epoch 1020/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.9359 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8557 - vae_accuracy: 0.9125 - val_loss: 28.4175 - val_vae_accuracy: 0.9647 Epoch 1021/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.7696 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7944 - vae_accuracy: 0.9125 - val_loss: 28.4892 - val_vae_accuracy: 0.9647 Epoch 1022/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.8572 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8504 - vae_accuracy: 0.9124 - val_loss: 28.4322 - val_vae_accuracy: 0.9646 Epoch 1023/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.8194 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8511 - vae_accuracy: 0.9125 - val_loss: 28.3219 - val_vae_accuracy: 0.9648 Epoch 1024/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.9326 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8171 - vae_accuracy: 0.9125 - val_loss: 28.3891 - val_vae_accuracy: 0.9649 Epoch 1025/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.9037 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8648 - vae_accuracy: 0.9124 - val_loss: 28.3443 - val_vae_accuracy: 0.9648 Epoch 1026/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.8073 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8137 - vae_accuracy: 0.9125 - val_loss: 28.4695 - val_vae_accuracy: 0.9645 Epoch 1027/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8364 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8246 - vae_accuracy: 0.9125 - val_loss: 28.4117 - val_vae_accuracy: 0.9646 Epoch 1028/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.8309 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8483 - vae_accuracy: 0.9124 - val_loss: 28.4203 - val_vae_accuracy: 0.9647 Epoch 1029/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.6803 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8150 - vae_accuracy: 0.9125 - val_loss: 28.4290 - val_vae_accuracy: 0.9648 Epoch 1030/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8219 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8173 - vae_accuracy: 0.9125 - val_loss: 28.5068 - val_vae_accuracy: 0.9647 Epoch 1031/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.7658 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8288 - vae_accuracy: 0.9124 - val_loss: 28.5261 - val_vae_accuracy: 0.9646 Epoch 1032/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.8116 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8388 - vae_accuracy: 0.9125 - val_loss: 28.4261 - val_vae_accuracy: 0.9647 Epoch 1033/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.8161 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8294 - vae_accuracy: 0.9125 - val_loss: 28.5798 - val_vae_accuracy: 0.9646 Epoch 1034/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.8016 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8469 - vae_accuracy: 0.9125 - val_loss: 28.3852 - val_vae_accuracy: 0.9647 Epoch 1035/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.7005 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8262 - vae_accuracy: 0.9125 - val_loss: 28.3833 - val_vae_accuracy: 0.9648 Epoch 1036/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.7614 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8230 - vae_accuracy: 0.9125 - val_loss: 28.5024 - val_vae_accuracy: 0.9646 Epoch 1037/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8022 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8554 - vae_accuracy: 0.9124 - val_loss: 28.3457 - val_vae_accuracy: 0.9648 Epoch 1038/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.8095 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8095 - vae_accuracy: 0.9126 - val_loss: 28.4717 - val_vae_accuracy: 0.9646 Epoch 1039/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.7787 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8226 - vae_accuracy: 0.9125 - val_loss: 28.4225 - val_vae_accuracy: 0.9646 Epoch 1040/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.7805 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8222 - vae_accuracy: 0.9125 - val_loss: 28.4143 - val_vae_accuracy: 0.9648 Epoch 1041/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.9124 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8264 - vae_accuracy: 0.9124 - val_loss: 28.4661 - val_vae_accuracy: 0.9647 Epoch 1042/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.6684 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8223 - vae_accuracy: 0.9125 - val_loss: 28.5425 - val_vae_accuracy: 0.9645 Epoch 1043/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.7926 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8469 - vae_accuracy: 0.9124 - val_loss: 28.5007 - val_vae_accuracy: 0.9646 Epoch 1044/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8730 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8666 - vae_accuracy: 0.9125 - val_loss: 28.4296 - val_vae_accuracy: 0.9647 Epoch 1045/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.9039 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8228 - vae_accuracy: 0.9125 - val_loss: 28.3115 - val_vae_accuracy: 0.9649 Epoch 1046/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8288 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8689 - vae_accuracy: 0.9125 - val_loss: 28.3817 - val_vae_accuracy: 0.9648 Epoch 1047/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.8449 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8338 - vae_accuracy: 0.9125 - val_loss: 28.3899 - val_vae_accuracy: 0.9647 Epoch 1048/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.7461 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8429 - vae_accuracy: 0.9125 - val_loss: 28.3756 - val_vae_accuracy: 0.9648 Epoch 1049/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.7769 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8391 - vae_accuracy: 0.9125 - val_loss: 28.5454 - val_vae_accuracy: 0.9645 Epoch 1050/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.9584 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8520 - vae_accuracy: 0.9125 - val_loss: 28.3046 - val_vae_accuracy: 0.9650 Epoch 1051/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.8436 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8296 - vae_accuracy: 0.9125 - val_loss: 28.3774 - val_vae_accuracy: 0.9646 Epoch 1052/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.7970 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8506 - vae_accuracy: 0.9124 - val_loss: 28.5879 - val_vae_accuracy: 0.9645 Epoch 1053/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.7716 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8177 - vae_accuracy: 0.9125 - val_loss: 28.4676 - val_vae_accuracy: 0.9647 Epoch 1054/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.7094 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8373 - vae_accuracy: 0.9125 - val_loss: 28.4069 - val_vae_accuracy: 0.9648 Epoch 1055/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 29.0003 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8472 - vae_accuracy: 0.9125 - val_loss: 28.3631 - val_vae_accuracy: 0.9649 Epoch 1056/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.9130 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8228 - vae_accuracy: 0.9125 - val_loss: 28.3244 - val_vae_accuracy: 0.9648 Epoch 1057/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.7357 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8035 - vae_accuracy: 0.9124 - val_loss: 28.4438 - val_vae_accuracy: 0.9646 Epoch 1058/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.7770 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8179 - vae_accuracy: 0.9125 - val_loss: 28.4008 - val_vae_accuracy: 0.9648 Epoch 1059/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.8027 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8285 - vae_accuracy: 0.9125 - val_loss: 28.4429 - val_vae_accuracy: 0.9646 Epoch 1060/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.8162 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8146 - vae_accuracy: 0.9125 - val_loss: 28.4218 - val_vae_accuracy: 0.9647 Epoch 1061/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.8187 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8135 - vae_accuracy: 0.9125 - val_loss: 28.5088 - val_vae_accuracy: 0.9645 Epoch 1062/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.7635 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8244 - vae_accuracy: 0.9124 - val_loss: 28.3093 - val_vae_accuracy: 0.9648 Epoch 1063/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.8272 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8491 - vae_accuracy: 0.9124 - val_loss: 28.3145 - val_vae_accuracy: 0.9648 Epoch 1064/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.8367 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7988 - vae_accuracy: 0.9125 - val_loss: 28.3501 - val_vae_accuracy: 0.9647 Epoch 1065/4000 14000/16000 [=========================>....] - ETA: 0s - loss: 28.8326 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8081 - vae_accuracy: 0.9125 - val_loss: 28.4669 - val_vae_accuracy: 0.9647 Epoch 1066/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.7410 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8258 - vae_accuracy: 0.9125 - val_loss: 28.4508 - val_vae_accuracy: 0.9648 Epoch 1067/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.8877 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8427 - vae_accuracy: 0.9125 - val_loss: 28.3832 - val_vae_accuracy: 0.9649 Epoch 1068/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8060 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8216 - vae_accuracy: 0.9125 - val_loss: 28.4991 - val_vae_accuracy: 0.9646 Epoch 1069/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8032 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8169 - vae_accuracy: 0.9125 - val_loss: 28.3301 - val_vae_accuracy: 0.9648 Epoch 1070/4000 14800/16000 [==========================>...] - ETA: 0s - loss: 28.8608 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8257 - vae_accuracy: 0.9124 - val_loss: 28.3354 - val_vae_accuracy: 0.9647 Epoch 1071/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.9453 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8397 - vae_accuracy: 0.9125 - val_loss: 28.2923 - val_vae_accuracy: 0.9649 Epoch 1072/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8316 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8361 - vae_accuracy: 0.9125 - val_loss: 28.3954 - val_vae_accuracy: 0.9648 Epoch 1073/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.8104 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8289 - vae_accuracy: 0.9125 - val_loss: 28.4224 - val_vae_accuracy: 0.9647 Epoch 1074/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.7310 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8378 - vae_accuracy: 0.9125 - val_loss: 28.4814 - val_vae_accuracy: 0.9645 Epoch 1075/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.7569 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7850 - vae_accuracy: 0.9125 - val_loss: 28.5539 - val_vae_accuracy: 0.9646 Epoch 1076/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.7290 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8300 - vae_accuracy: 0.9125 - val_loss: 28.4679 - val_vae_accuracy: 0.9646 Epoch 1077/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.8460 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8529 - vae_accuracy: 0.9125 - val_loss: 28.4976 - val_vae_accuracy: 0.9646 Epoch 1078/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.7659 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8181 - vae_accuracy: 0.9125 - val_loss: 28.4641 - val_vae_accuracy: 0.9644 Epoch 1079/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.8975 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8362 - vae_accuracy: 0.9124 - val_loss: 28.4287 - val_vae_accuracy: 0.9647 Epoch 1080/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8496 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8271 - vae_accuracy: 0.9125 - val_loss: 28.5831 - val_vae_accuracy: 0.9644 Epoch 1081/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.7890 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8421 - vae_accuracy: 0.9125 - val_loss: 28.3724 - val_vae_accuracy: 0.9649 Epoch 1082/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.7778 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8063 - vae_accuracy: 0.9125 - val_loss: 28.4776 - val_vae_accuracy: 0.9646 Epoch 1083/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.8640 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 17us/sample - loss: 28.8427 - vae_accuracy: 0.9124 - val_loss: 28.4830 - val_vae_accuracy: 0.9647 Epoch 1084/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8755 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 17us/sample - loss: 28.8558 - vae_accuracy: 0.9125 - val_loss: 28.3916 - val_vae_accuracy: 0.9647 Epoch 1085/4000 14700/16000 [==========================>...] - ETA: 0s - loss: 28.6994 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8185 - vae_accuracy: 0.9125 - val_loss: 28.4372 - val_vae_accuracy: 0.9647 Epoch 1086/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8125 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8092 - vae_accuracy: 0.9125 - val_loss: 28.4673 - val_vae_accuracy: 0.9646 Epoch 1087/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.7912 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8170 - vae_accuracy: 0.9125 - val_loss: 28.5440 - val_vae_accuracy: 0.9646 Epoch 1088/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.8082 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8597 - vae_accuracy: 0.9125 - val_loss: 28.6531 - val_vae_accuracy: 0.9643 Epoch 1089/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.9354 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8377 - vae_accuracy: 0.9125 - val_loss: 28.3930 - val_vae_accuracy: 0.9646 Epoch 1090/4000 14300/16000 [=========================>....] - ETA: 0s - loss: 28.7702 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8163 - vae_accuracy: 0.9125 - val_loss: 28.3966 - val_vae_accuracy: 0.9648 Epoch 1091/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.8025 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.7986 - vae_accuracy: 0.9125 - val_loss: 28.4903 - val_vae_accuracy: 0.9645 Epoch 1092/4000 14500/16000 [==========================>...] - ETA: 0s - loss: 28.7528 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8140 - vae_accuracy: 0.9125 - val_loss: 28.2726 - val_vae_accuracy: 0.9648 Epoch 1093/4000 14700/16000 [==========================>...] - ETA: 0s - loss: 28.8690 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8703 - vae_accuracy: 0.9124 - val_loss: 28.5548 - val_vae_accuracy: 0.9646 Epoch 1094/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.8317 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8073 - vae_accuracy: 0.9125 - val_loss: 28.4256 - val_vae_accuracy: 0.9647 Epoch 1095/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.8057 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8133 - vae_accuracy: 0.9124 - val_loss: 28.4259 - val_vae_accuracy: 0.9646 Epoch 1096/4000 15100/16000 [===========================>..] - ETA: 0s - loss: 28.8275 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8204 - vae_accuracy: 0.9125 - val_loss: 28.4328 - val_vae_accuracy: 0.9646 Epoch 1097/4000 14800/16000 [==========================>...] - ETA: 0s - loss: 28.8470 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8250 - vae_accuracy: 0.9124 - val_loss: 28.4663 - val_vae_accuracy: 0.9648 Epoch 1098/4000 14800/16000 [==========================>...] - ETA: 0s - loss: 28.8873 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8140 - vae_accuracy: 0.9125 - val_loss: 28.3128 - val_vae_accuracy: 0.9648 Epoch 1099/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.9294 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8563 - vae_accuracy: 0.9125 - val_loss: 28.5126 - val_vae_accuracy: 0.9647 Epoch 1100/4000 14700/16000 [==========================>...] - ETA: 0s - loss: 28.8370 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8237 - vae_accuracy: 0.9125 - val_loss: 28.3703 - val_vae_accuracy: 0.9648 Epoch 1101/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8660 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8236 - vae_accuracy: 0.9125 - val_loss: 28.4879 - val_vae_accuracy: 0.9646 Epoch 1102/4000 15100/16000 [===========================>..] - ETA: 0s - loss: 28.8914 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8383 - vae_accuracy: 0.9125 - val_loss: 28.3968 - val_vae_accuracy: 0.9647 Epoch 1103/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.8962 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8295 - vae_accuracy: 0.9124 - val_loss: 28.4777 - val_vae_accuracy: 0.9647 Epoch 1104/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.8534 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8362 - vae_accuracy: 0.9124 - val_loss: 28.5074 - val_vae_accuracy: 0.9647 Epoch 1105/4000 14800/16000 [==========================>...] - ETA: 0s - loss: 28.7714 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8161 - vae_accuracy: 0.9124 - val_loss: 28.4742 - val_vae_accuracy: 0.9646 Epoch 1106/4000 15000/16000 [===========================>..] - ETA: 0s - loss: 28.9000 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8259 - vae_accuracy: 0.9124 - val_loss: 28.4985 - val_vae_accuracy: 0.9647 Epoch 1107/4000 14400/16000 [==========================>...] - ETA: 0s - loss: 28.8784 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8388 - vae_accuracy: 0.9125 - val_loss: 28.4232 - val_vae_accuracy: 0.9648 Epoch 1108/4000 14000/16000 [=========================>....] - ETA: 0s - loss: 28.7797 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8278 - vae_accuracy: 0.9125 - val_loss: 28.4300 - val_vae_accuracy: 0.9648 Epoch 1109/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.8709 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8143 - vae_accuracy: 0.9125 - val_loss: 28.3921 - val_vae_accuracy: 0.9649 Epoch 1110/4000 14600/16000 [==========================>...] - ETA: 0s - loss: 28.8784 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8174 - vae_accuracy: 0.9125 - val_loss: 28.2803 - val_vae_accuracy: 0.9649 Epoch 1111/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.8722 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8238 - vae_accuracy: 0.9125 - val_loss: 28.4326 - val_vae_accuracy: 0.9647 Epoch 1112/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8201 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 17us/sample - loss: 28.8228 - vae_accuracy: 0.9125 - val_loss: 28.6387 - val_vae_accuracy: 0.9644 Epoch 1113/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.8462 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8426 - vae_accuracy: 0.9124 - val_loss: 28.5500 - val_vae_accuracy: 0.9645 Epoch 1114/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.9468 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8255 - vae_accuracy: 0.9126 - val_loss: 28.4955 - val_vae_accuracy: 0.9646 Epoch 1115/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.9116 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8442 - vae_accuracy: 0.9125 - val_loss: 28.5158 - val_vae_accuracy: 0.9646 Epoch 1116/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.8356 - vae_accuracy: 0.9120WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8195 - vae_accuracy: 0.9124 - val_loss: 28.5040 - val_vae_accuracy: 0.9646 Epoch 1117/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.8380 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 17us/sample - loss: 28.8380 - vae_accuracy: 0.9125 - val_loss: 28.4056 - val_vae_accuracy: 0.9648 Epoch 1118/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.7811 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8062 - vae_accuracy: 0.9125 - val_loss: 28.3749 - val_vae_accuracy: 0.9649 Epoch 1119/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.7584 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8034 - vae_accuracy: 0.9126 - val_loss: 28.4034 - val_vae_accuracy: 0.9648 Epoch 1120/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.9328 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8200 - vae_accuracy: 0.9125 - val_loss: 28.4071 - val_vae_accuracy: 0.9647 Epoch 1121/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.8125 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8274 - vae_accuracy: 0.9124 - val_loss: 28.5085 - val_vae_accuracy: 0.9645 Epoch 1122/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.7906 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8465 - vae_accuracy: 0.9125 - val_loss: 28.7263 - val_vae_accuracy: 0.9643 Epoch 1123/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.7019 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8121 - vae_accuracy: 0.9125 - val_loss: 28.6357 - val_vae_accuracy: 0.9644 Epoch 1124/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.8208 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8004 - vae_accuracy: 0.9124 - val_loss: 28.7096 - val_vae_accuracy: 0.9642 Epoch 1125/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.8406 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8192 - vae_accuracy: 0.9124 - val_loss: 28.4811 - val_vae_accuracy: 0.9645 Epoch 1126/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.7354 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8169 - vae_accuracy: 0.9124 - val_loss: 28.5396 - val_vae_accuracy: 0.9646 Epoch 1127/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8337 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 17us/sample - loss: 28.8382 - vae_accuracy: 0.9125 - val_loss: 28.4498 - val_vae_accuracy: 0.9646 Epoch 1128/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.7311 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8108 - vae_accuracy: 0.9124 - val_loss: 28.4769 - val_vae_accuracy: 0.9646 Epoch 1129/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.6800 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8296 - vae_accuracy: 0.9124 - val_loss: 28.4277 - val_vae_accuracy: 0.9646 Epoch 1130/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.7677 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.8135 - vae_accuracy: 0.9125 - val_loss: 28.2750 - val_vae_accuracy: 0.9650 Epoch 1131/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.8291 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 17us/sample - loss: 28.8291 - vae_accuracy: 0.9124 - val_loss: 28.4613 - val_vae_accuracy: 0.9647 Epoch 1132/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.8351 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8083 - vae_accuracy: 0.9125 - val_loss: 28.4780 - val_vae_accuracy: 0.9645 Epoch 1133/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.8203 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8339 - vae_accuracy: 0.9124 - val_loss: 28.4396 - val_vae_accuracy: 0.9647 Epoch 1134/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.7777 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8113 - vae_accuracy: 0.9124 - val_loss: 28.3894 - val_vae_accuracy: 0.9646 Epoch 1135/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.8696 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8120 - vae_accuracy: 0.9125 - val_loss: 28.5651 - val_vae_accuracy: 0.9645 Epoch 1136/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.9439 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8210 - vae_accuracy: 0.9125 - val_loss: 28.3466 - val_vae_accuracy: 0.9648 Epoch 1137/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.7991 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8108 - vae_accuracy: 0.9124 - val_loss: 28.4149 - val_vae_accuracy: 0.9646 Epoch 1138/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.7471 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8173 - vae_accuracy: 0.9124 - val_loss: 28.4767 - val_vae_accuracy: 0.9645 Epoch 1139/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.7506 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8077 - vae_accuracy: 0.9125 - val_loss: 28.4195 - val_vae_accuracy: 0.9647 Epoch 1140/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.7561 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.7812 - vae_accuracy: 0.9125 - val_loss: 28.5159 - val_vae_accuracy: 0.9644 Epoch 1141/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.8472 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8141 - vae_accuracy: 0.9125 - val_loss: 28.5428 - val_vae_accuracy: 0.9646 Epoch 1142/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.7626 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8201 - vae_accuracy: 0.9124 - val_loss: 28.5537 - val_vae_accuracy: 0.9645 Epoch 1143/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.8376 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8180 - vae_accuracy: 0.9125 - val_loss: 28.5754 - val_vae_accuracy: 0.9646 Epoch 1144/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.8164 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8516 - vae_accuracy: 0.9124 - val_loss: 28.3357 - val_vae_accuracy: 0.9648 Epoch 1145/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.8616 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8285 - vae_accuracy: 0.9125 - val_loss: 28.3764 - val_vae_accuracy: 0.9647 Epoch 1146/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.8227 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8380 - vae_accuracy: 0.9124 - val_loss: 28.3570 - val_vae_accuracy: 0.9647 Epoch 1147/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.7808 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8413 - vae_accuracy: 0.9125 - val_loss: 28.4768 - val_vae_accuracy: 0.9645 Epoch 1148/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.8730 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8463 - vae_accuracy: 0.9124 - val_loss: 28.5267 - val_vae_accuracy: 0.9645 Epoch 1149/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.8692 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8385 - vae_accuracy: 0.9125 - val_loss: 28.4039 - val_vae_accuracy: 0.9647 Epoch 1150/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.8197 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8701 - vae_accuracy: 0.9125 - val_loss: 28.3361 - val_vae_accuracy: 0.9648 Epoch 1151/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.8969 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8080 - vae_accuracy: 0.9125 - val_loss: 28.5188 - val_vae_accuracy: 0.9645 Epoch 1152/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.7883 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8308 - vae_accuracy: 0.9125 - val_loss: 28.5357 - val_vae_accuracy: 0.9646 Epoch 1153/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.6576 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8120 - vae_accuracy: 0.9125 - val_loss: 28.4425 - val_vae_accuracy: 0.9647 Epoch 1154/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.8266 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8076 - vae_accuracy: 0.9125 - val_loss: 28.4143 - val_vae_accuracy: 0.9647 Epoch 1155/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.9545 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8369 - vae_accuracy: 0.9124 - val_loss: 28.3933 - val_vae_accuracy: 0.9647 Epoch 1156/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.8218 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8418 - vae_accuracy: 0.9125 - val_loss: 28.4712 - val_vae_accuracy: 0.9647 Epoch 1157/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.7160 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8142 - vae_accuracy: 0.9125 - val_loss: 28.4613 - val_vae_accuracy: 0.9647 Epoch 1158/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.7955 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8208 - vae_accuracy: 0.9125 - val_loss: 28.4601 - val_vae_accuracy: 0.9646 Epoch 1159/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.7557 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8250 - vae_accuracy: 0.9125 - val_loss: 28.5801 - val_vae_accuracy: 0.9644 Epoch 1160/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.7573 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8166 - vae_accuracy: 0.9124 - val_loss: 28.4682 - val_vae_accuracy: 0.9647 Epoch 1161/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.6658 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.7950 - vae_accuracy: 0.9126 - val_loss: 28.4222 - val_vae_accuracy: 0.9647 Epoch 1162/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8291 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8066 - vae_accuracy: 0.9125 - val_loss: 28.3518 - val_vae_accuracy: 0.9648 Epoch 1163/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.7619 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.7969 - vae_accuracy: 0.9125 - val_loss: 28.3014 - val_vae_accuracy: 0.9648 Epoch 1164/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.7741 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8175 - vae_accuracy: 0.9124 - val_loss: 28.3890 - val_vae_accuracy: 0.9647 Epoch 1165/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.9488 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8400 - vae_accuracy: 0.9125 - val_loss: 28.5212 - val_vae_accuracy: 0.9646 Epoch 1166/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8475 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8251 - vae_accuracy: 0.9124 - val_loss: 28.3122 - val_vae_accuracy: 0.9648 Epoch 1167/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.8021 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8227 - vae_accuracy: 0.9124 - val_loss: 28.5705 - val_vae_accuracy: 0.9645 Epoch 1168/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.8339 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8339 - vae_accuracy: 0.9125 - val_loss: 28.5065 - val_vae_accuracy: 0.9645 Epoch 1169/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.8028 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8060 - vae_accuracy: 0.9125 - val_loss: 28.5113 - val_vae_accuracy: 0.9647 Epoch 1170/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.8367 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8400 - vae_accuracy: 0.9124 - val_loss: 28.3508 - val_vae_accuracy: 0.9649 Epoch 1171/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.8180 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7861 - vae_accuracy: 0.9125 - val_loss: 28.4214 - val_vae_accuracy: 0.9647 Epoch 1172/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.7771 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8330 - vae_accuracy: 0.9125 - val_loss: 28.4413 - val_vae_accuracy: 0.9647 Epoch 1173/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.8632 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8201 - vae_accuracy: 0.9125 - val_loss: 28.4935 - val_vae_accuracy: 0.9647 Epoch 1174/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.7658 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8206 - vae_accuracy: 0.9125 - val_loss: 28.6984 - val_vae_accuracy: 0.9644 Epoch 1175/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.8071 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8299 - vae_accuracy: 0.9125 - val_loss: 28.4351 - val_vae_accuracy: 0.9648 Epoch 1176/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8437 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8630 - vae_accuracy: 0.9124 - val_loss: 28.3629 - val_vae_accuracy: 0.9649 Epoch 1177/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.8124 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8358 - vae_accuracy: 0.9125 - val_loss: 28.5771 - val_vae_accuracy: 0.9646 Epoch 1178/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.8399 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8477 - vae_accuracy: 0.9125 - val_loss: 28.5707 - val_vae_accuracy: 0.9645 Epoch 1179/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8369 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8253 - vae_accuracy: 0.9125 - val_loss: 28.3908 - val_vae_accuracy: 0.9647 Epoch 1180/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.7697 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8349 - vae_accuracy: 0.9125 - val_loss: 28.5473 - val_vae_accuracy: 0.9646 Epoch 1181/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.9352 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8107 - vae_accuracy: 0.9125 - val_loss: 28.5117 - val_vae_accuracy: 0.9646 Epoch 1182/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.8583 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8101 - vae_accuracy: 0.9126 - val_loss: 28.5175 - val_vae_accuracy: 0.9645 Epoch 1183/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.7768 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8250 - vae_accuracy: 0.9125 - val_loss: 28.4034 - val_vae_accuracy: 0.9647 Epoch 1184/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.8892 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8216 - vae_accuracy: 0.9125 - val_loss: 28.5393 - val_vae_accuracy: 0.9645 Epoch 1185/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.7750 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7845 - vae_accuracy: 0.9124 - val_loss: 28.4795 - val_vae_accuracy: 0.9645 Epoch 1186/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.9239 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8379 - vae_accuracy: 0.9125 - val_loss: 28.3557 - val_vae_accuracy: 0.9649 Epoch 1187/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.7676 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8396 - vae_accuracy: 0.9125 - val_loss: 28.3925 - val_vae_accuracy: 0.9648 Epoch 1188/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.8833 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.7989 - vae_accuracy: 0.9125 - val_loss: 28.2960 - val_vae_accuracy: 0.9648 Epoch 1189/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.7684 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8171 - vae_accuracy: 0.9125 - val_loss: 28.4357 - val_vae_accuracy: 0.9647 Epoch 1190/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.8980 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8461 - vae_accuracy: 0.9125 - val_loss: 28.3425 - val_vae_accuracy: 0.9649 Epoch 1191/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.8202 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8100 - vae_accuracy: 0.9125 - val_loss: 28.5094 - val_vae_accuracy: 0.9646 Epoch 1192/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.8725 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8223 - vae_accuracy: 0.9125 - val_loss: 28.4226 - val_vae_accuracy: 0.9647 Epoch 1193/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.8724 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.7860 - vae_accuracy: 0.9125 - val_loss: 28.4530 - val_vae_accuracy: 0.9645 Epoch 1194/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.8335 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.7963 - vae_accuracy: 0.9124 - val_loss: 28.5560 - val_vae_accuracy: 0.9645 Epoch 1195/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.7210 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8070 - vae_accuracy: 0.9125 - val_loss: 28.5338 - val_vae_accuracy: 0.9645 Epoch 1196/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.8916 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8044 - vae_accuracy: 0.9125 - val_loss: 28.4816 - val_vae_accuracy: 0.9646 Epoch 1197/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.8920 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8417 - vae_accuracy: 0.9125 - val_loss: 28.4876 - val_vae_accuracy: 0.9646 Epoch 1198/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.7823 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8111 - vae_accuracy: 0.9125 - val_loss: 28.5312 - val_vae_accuracy: 0.9646 Epoch 1199/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.8140 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8209 - vae_accuracy: 0.9125 - val_loss: 28.3840 - val_vae_accuracy: 0.9647 Epoch 1200/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.8508 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8154 - vae_accuracy: 0.9125 - val_loss: 28.4282 - val_vae_accuracy: 0.9647 Epoch 1201/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.8979 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8088 - vae_accuracy: 0.9125 - val_loss: 28.5431 - val_vae_accuracy: 0.9645 Epoch 1202/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.9766 - vae_accuracy: 0.9120WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8284 - vae_accuracy: 0.9125 - val_loss: 28.5472 - val_vae_accuracy: 0.9644 Epoch 1203/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8655 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8088 - vae_accuracy: 0.9125 - val_loss: 28.4606 - val_vae_accuracy: 0.9646 Epoch 1204/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8651 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8334 - vae_accuracy: 0.9124 - val_loss: 28.4473 - val_vae_accuracy: 0.9647 Epoch 1205/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.7628 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8230 - vae_accuracy: 0.9125 - val_loss: 28.3851 - val_vae_accuracy: 0.9647 Epoch 1206/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.7930 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8279 - vae_accuracy: 0.9125 - val_loss: 28.5800 - val_vae_accuracy: 0.9646 Epoch 1207/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.8773 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8269 - vae_accuracy: 0.9125 - val_loss: 28.5421 - val_vae_accuracy: 0.9646 Epoch 1208/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.8851 - vae_accuracy: 0.9120WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8254 - vae_accuracy: 0.9125 - val_loss: 28.5843 - val_vae_accuracy: 0.9645 Epoch 1209/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8803 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8027 - vae_accuracy: 0.9125 - val_loss: 28.3411 - val_vae_accuracy: 0.9647 Epoch 1210/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.8954 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8594 - vae_accuracy: 0.9125 - val_loss: 28.3806 - val_vae_accuracy: 0.9648 Epoch 1211/4000 14400/16000 [==========================>...] - ETA: 0s - loss: 28.8208 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8285 - vae_accuracy: 0.9125 - val_loss: 28.3661 - val_vae_accuracy: 0.9648 Epoch 1212/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.9234 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8426 - vae_accuracy: 0.9124 - val_loss: 28.4649 - val_vae_accuracy: 0.9646 Epoch 1213/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8337 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8264 - vae_accuracy: 0.9125 - val_loss: 28.4497 - val_vae_accuracy: 0.9647 Epoch 1214/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.8199 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8204 - vae_accuracy: 0.9125 - val_loss: 28.4269 - val_vae_accuracy: 0.9646 Epoch 1215/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.8333 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8333 - vae_accuracy: 0.9125 - val_loss: 28.4430 - val_vae_accuracy: 0.9647 Epoch 1216/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.6343 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8049 - vae_accuracy: 0.9125 - val_loss: 28.4188 - val_vae_accuracy: 0.9647 Epoch 1217/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.9641 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8379 - vae_accuracy: 0.9125 - val_loss: 28.4601 - val_vae_accuracy: 0.9646 Epoch 1218/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.7606 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8004 - vae_accuracy: 0.9125 - val_loss: 28.3238 - val_vae_accuracy: 0.9649 Epoch 1219/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8269 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8166 - vae_accuracy: 0.9125 - val_loss: 28.3803 - val_vae_accuracy: 0.9647 Epoch 1220/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.8160 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8151 - vae_accuracy: 0.9125 - val_loss: 28.3776 - val_vae_accuracy: 0.9647 Epoch 1221/4000 14800/16000 [==========================>...] - ETA: 0s - loss: 28.8393 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8127 - vae_accuracy: 0.9125 - val_loss: 28.4794 - val_vae_accuracy: 0.9647 Epoch 1222/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.8752 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8036 - vae_accuracy: 0.9125 - val_loss: 28.3367 - val_vae_accuracy: 0.9648 Epoch 1223/4000 15100/16000 [===========================>..] - ETA: 0s - loss: 28.7925 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.7945 - vae_accuracy: 0.9125 - val_loss: 28.4034 - val_vae_accuracy: 0.9647 Epoch 1224/4000 15100/16000 [===========================>..] - ETA: 0s - loss: 28.8184 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8191 - vae_accuracy: 0.9125 - val_loss: 28.3958 - val_vae_accuracy: 0.9647 Epoch 1225/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.8394 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8397 - vae_accuracy: 0.9125 - val_loss: 28.5001 - val_vae_accuracy: 0.9646 Epoch 1226/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.7903 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8146 - vae_accuracy: 0.9125 - val_loss: 28.4920 - val_vae_accuracy: 0.9647 Epoch 1227/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.7944 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8385 - vae_accuracy: 0.9125 - val_loss: 28.4368 - val_vae_accuracy: 0.9648 Epoch 1228/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.9218 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8450 - vae_accuracy: 0.9125 - val_loss: 28.5543 - val_vae_accuracy: 0.9644 Epoch 1229/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.8454 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8522 - vae_accuracy: 0.9125 - val_loss: 28.4347 - val_vae_accuracy: 0.9647 Epoch 1230/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.8248 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8001 - vae_accuracy: 0.9125 - val_loss: 28.4529 - val_vae_accuracy: 0.9646 Epoch 1231/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8000 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8067 - vae_accuracy: 0.9125 - val_loss: 28.4005 - val_vae_accuracy: 0.9647 Epoch 1232/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.8214 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8560 - vae_accuracy: 0.9124 - val_loss: 28.4234 - val_vae_accuracy: 0.9647 Epoch 1233/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.7676 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7983 - vae_accuracy: 0.9125 - val_loss: 28.3852 - val_vae_accuracy: 0.9647 Epoch 1234/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8031 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8219 - vae_accuracy: 0.9124 - val_loss: 28.4953 - val_vae_accuracy: 0.9645 Epoch 1235/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8441 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8425 - vae_accuracy: 0.9125 - val_loss: 28.4619 - val_vae_accuracy: 0.9646 Epoch 1236/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.7727 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8128 - vae_accuracy: 0.9125 - val_loss: 28.4504 - val_vae_accuracy: 0.9646 Epoch 1237/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.7878 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8275 - vae_accuracy: 0.9125 - val_loss: 28.4958 - val_vae_accuracy: 0.9647 Epoch 1238/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8269 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8200 - vae_accuracy: 0.9125 - val_loss: 28.3950 - val_vae_accuracy: 0.9649 Epoch 1239/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.8033 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8578 - vae_accuracy: 0.9124 - val_loss: 28.3425 - val_vae_accuracy: 0.9649 Epoch 1240/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.8640 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8278 - vae_accuracy: 0.9126 - val_loss: 28.3737 - val_vae_accuracy: 0.9649 Epoch 1241/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.8246 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8338 - vae_accuracy: 0.9125 - val_loss: 28.4653 - val_vae_accuracy: 0.9646 Epoch 1242/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.8265 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7955 - vae_accuracy: 0.9125 - val_loss: 28.3358 - val_vae_accuracy: 0.9648 Epoch 1243/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.8246 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8277 - vae_accuracy: 0.9124 - val_loss: 28.5049 - val_vae_accuracy: 0.9645 Epoch 1244/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.8485 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8194 - vae_accuracy: 0.9124 - val_loss: 28.4246 - val_vae_accuracy: 0.9647 Epoch 1245/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.8220 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8352 - vae_accuracy: 0.9125 - val_loss: 28.5663 - val_vae_accuracy: 0.9644 Epoch 1246/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.7937 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7803 - vae_accuracy: 0.9125 - val_loss: 28.4675 - val_vae_accuracy: 0.9647 Epoch 1247/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.7980 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8414 - vae_accuracy: 0.9125 - val_loss: 28.4817 - val_vae_accuracy: 0.9647 Epoch 1248/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.7957 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8136 - vae_accuracy: 0.9125 - val_loss: 28.5837 - val_vae_accuracy: 0.9644 Epoch 1249/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8586 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8609 - vae_accuracy: 0.9124 - val_loss: 28.4247 - val_vae_accuracy: 0.9648 Epoch 1250/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.7496 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.7929 - vae_accuracy: 0.9126 - val_loss: 28.3911 - val_vae_accuracy: 0.9647 Epoch 1251/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.8240 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8223 - vae_accuracy: 0.9125 - val_loss: 28.4422 - val_vae_accuracy: 0.9647 Epoch 1252/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8206 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8147 - vae_accuracy: 0.9126 - val_loss: 28.4288 - val_vae_accuracy: 0.9648 Epoch 1253/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.7932 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7986 - vae_accuracy: 0.9125 - val_loss: 28.4429 - val_vae_accuracy: 0.9648 Epoch 1254/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8081 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8168 - vae_accuracy: 0.9125 - val_loss: 28.4058 - val_vae_accuracy: 0.9647 Epoch 1255/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.8062 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8287 - vae_accuracy: 0.9124 - val_loss: 28.5292 - val_vae_accuracy: 0.9646 Epoch 1256/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.9647 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8137 - vae_accuracy: 0.9125 - val_loss: 28.2712 - val_vae_accuracy: 0.9647 Epoch 1257/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.7875 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8177 - vae_accuracy: 0.9125 - val_loss: 28.4883 - val_vae_accuracy: 0.9647 Epoch 1258/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.8370 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8370 - vae_accuracy: 0.9125 - val_loss: 28.4447 - val_vae_accuracy: 0.9646 Epoch 1259/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8195 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8401 - vae_accuracy: 0.9124 - val_loss: 28.4412 - val_vae_accuracy: 0.9647 Epoch 1260/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.7938 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7938 - vae_accuracy: 0.9125 - val_loss: 28.5702 - val_vae_accuracy: 0.9645 Epoch 1261/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.9883 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8347 - vae_accuracy: 0.9124 - val_loss: 28.6289 - val_vae_accuracy: 0.9644 Epoch 1262/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.7971 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8150 - vae_accuracy: 0.9124 - val_loss: 28.4315 - val_vae_accuracy: 0.9646 Epoch 1263/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.8312 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8312 - vae_accuracy: 0.9124 - val_loss: 28.4869 - val_vae_accuracy: 0.9647 Epoch 1264/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.7445 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8050 - vae_accuracy: 0.9125 - val_loss: 28.4567 - val_vae_accuracy: 0.9646 Epoch 1265/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.7034 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8486 - vae_accuracy: 0.9124 - val_loss: 28.4493 - val_vae_accuracy: 0.9646 Epoch 1266/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.8371 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8371 - vae_accuracy: 0.9126 - val_loss: 28.2875 - val_vae_accuracy: 0.9649 Epoch 1267/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8429 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8546 - vae_accuracy: 0.9125 - val_loss: 28.5260 - val_vae_accuracy: 0.9646 Epoch 1268/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8729 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8517 - vae_accuracy: 0.9124 - val_loss: 28.4079 - val_vae_accuracy: 0.9649 Epoch 1269/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.7387 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8217 - vae_accuracy: 0.9125 - val_loss: 28.3858 - val_vae_accuracy: 0.9647 Epoch 1270/4000 14800/16000 [==========================>...] - ETA: 0s - loss: 28.7742 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8576 - vae_accuracy: 0.9124 - val_loss: 28.3833 - val_vae_accuracy: 0.9648 Epoch 1271/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.8121 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8106 - vae_accuracy: 0.9126 - val_loss: 28.3735 - val_vae_accuracy: 0.9649 Epoch 1272/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.8155 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8155 - vae_accuracy: 0.9125 - val_loss: 28.5067 - val_vae_accuracy: 0.9645 Epoch 1273/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.7990 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8005 - vae_accuracy: 0.9125 - val_loss: 28.4616 - val_vae_accuracy: 0.9646 Epoch 1274/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.8266 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8142 - vae_accuracy: 0.9125 - val_loss: 28.4252 - val_vae_accuracy: 0.9647 Epoch 1275/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8475 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8338 - vae_accuracy: 0.9125 - val_loss: 28.4550 - val_vae_accuracy: 0.9649 Epoch 1276/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8270 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8234 - vae_accuracy: 0.9125 - val_loss: 28.5197 - val_vae_accuracy: 0.9646 Epoch 1277/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8173 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8236 - vae_accuracy: 0.9125 - val_loss: 28.4582 - val_vae_accuracy: 0.9647 Epoch 1278/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.8097 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8123 - vae_accuracy: 0.9125 - val_loss: 28.4301 - val_vae_accuracy: 0.9647 Epoch 1279/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.8321 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8321 - vae_accuracy: 0.9125 - val_loss: 28.4280 - val_vae_accuracy: 0.9648 Epoch 1280/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.8774 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8278 - vae_accuracy: 0.9125 - val_loss: 28.4549 - val_vae_accuracy: 0.9647 Epoch 1281/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8088 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8117 - vae_accuracy: 0.9125 - val_loss: 28.5295 - val_vae_accuracy: 0.9645 Epoch 1282/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8463 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8378 - vae_accuracy: 0.9125 - val_loss: 28.4513 - val_vae_accuracy: 0.9647 Epoch 1283/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.7923 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7914 - vae_accuracy: 0.9125 - val_loss: 28.4418 - val_vae_accuracy: 0.9646 Epoch 1284/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.7686 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7686 - vae_accuracy: 0.9125 - val_loss: 28.4265 - val_vae_accuracy: 0.9647 Epoch 1285/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.7834 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8556 - vae_accuracy: 0.9125 - val_loss: 28.3009 - val_vae_accuracy: 0.9650 Epoch 1286/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.8294 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8565 - vae_accuracy: 0.9125 - val_loss: 28.2964 - val_vae_accuracy: 0.9650 Epoch 1287/4000 14300/16000 [=========================>....] - ETA: 0s - loss: 28.8843 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.7948 - vae_accuracy: 0.9125 - val_loss: 28.3620 - val_vae_accuracy: 0.9649 Epoch 1288/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.7847 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7985 - vae_accuracy: 0.9125 - val_loss: 28.2622 - val_vae_accuracy: 0.9650 Epoch 1289/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.7695 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7922 - vae_accuracy: 0.9125 - val_loss: 28.3707 - val_vae_accuracy: 0.9647 Epoch 1290/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.8148 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8326 - vae_accuracy: 0.9125 - val_loss: 28.4510 - val_vae_accuracy: 0.9646 Epoch 1291/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.7190 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8272 - vae_accuracy: 0.9125 - val_loss: 28.4458 - val_vae_accuracy: 0.9646 Epoch 1292/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.8637 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8052 - vae_accuracy: 0.9125 - val_loss: 28.5322 - val_vae_accuracy: 0.9645 Epoch 1293/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.6735 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8333 - vae_accuracy: 0.9124 - val_loss: 28.4352 - val_vae_accuracy: 0.9647 Epoch 1294/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.7064 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8179 - vae_accuracy: 0.9125 - val_loss: 28.3924 - val_vae_accuracy: 0.9647 Epoch 1295/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.7554 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8162 - vae_accuracy: 0.9124 - val_loss: 28.5977 - val_vae_accuracy: 0.9644 Epoch 1296/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.9113 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8325 - vae_accuracy: 0.9125 - val_loss: 28.5063 - val_vae_accuracy: 0.9645 Epoch 1297/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.8547 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8393 - vae_accuracy: 0.9125 - val_loss: 28.3837 - val_vae_accuracy: 0.9647 Epoch 1298/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.8144 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8048 - vae_accuracy: 0.9125 - val_loss: 28.4108 - val_vae_accuracy: 0.9647 Epoch 1299/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 29.0243 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8149 - vae_accuracy: 0.9125 - val_loss: 28.4621 - val_vae_accuracy: 0.9647 Epoch 1300/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.6636 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7955 - vae_accuracy: 0.9124 - val_loss: 28.3850 - val_vae_accuracy: 0.9648 Epoch 1301/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.8108 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.7880 - vae_accuracy: 0.9125 - val_loss: 28.3959 - val_vae_accuracy: 0.9647 Epoch 1302/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.8284 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8070 - vae_accuracy: 0.9125 - val_loss: 28.3690 - val_vae_accuracy: 0.9647 Epoch 1303/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.7461 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8107 - vae_accuracy: 0.9125 - val_loss: 28.3788 - val_vae_accuracy: 0.9647 Epoch 1304/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.9349 - vae_accuracy: 0.9120WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8478 - vae_accuracy: 0.9124 - val_loss: 28.4688 - val_vae_accuracy: 0.9647 Epoch 1305/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.8896 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.7943 - vae_accuracy: 0.9125 - val_loss: 28.5684 - val_vae_accuracy: 0.9645 Epoch 1306/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.9267 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8627 - vae_accuracy: 0.9124 - val_loss: 28.3992 - val_vae_accuracy: 0.9647 Epoch 1307/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.7290 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8278 - vae_accuracy: 0.9124 - val_loss: 28.4778 - val_vae_accuracy: 0.9644 Epoch 1308/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.7959 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8299 - vae_accuracy: 0.9124 - val_loss: 28.4408 - val_vae_accuracy: 0.9645 Epoch 1309/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.7697 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8087 - vae_accuracy: 0.9124 - val_loss: 28.5680 - val_vae_accuracy: 0.9644 Epoch 1310/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.8182 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8363 - vae_accuracy: 0.9125 - val_loss: 28.4196 - val_vae_accuracy: 0.9647 Epoch 1311/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.7392 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8167 - vae_accuracy: 0.9124 - val_loss: 28.4238 - val_vae_accuracy: 0.9647 Epoch 1312/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.8600 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8036 - vae_accuracy: 0.9125 - val_loss: 28.6720 - val_vae_accuracy: 0.9644 Epoch 1313/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.9918 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8261 - vae_accuracy: 0.9124 - val_loss: 28.4294 - val_vae_accuracy: 0.9646 Epoch 1314/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.7771 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7941 - vae_accuracy: 0.9125 - val_loss: 28.4129 - val_vae_accuracy: 0.9648 Epoch 1315/4000 14000/16000 [=========================>....] - ETA: 0s - loss: 28.9177 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8254 - vae_accuracy: 0.9124 - val_loss: 28.5813 - val_vae_accuracy: 0.9644 Epoch 1316/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.6984 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.7909 - vae_accuracy: 0.9124 - val_loss: 28.5162 - val_vae_accuracy: 0.9644 Epoch 1317/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.9565 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8384 - vae_accuracy: 0.9123 - val_loss: 28.6041 - val_vae_accuracy: 0.9644 Epoch 1318/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.8412 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8068 - vae_accuracy: 0.9125 - val_loss: 28.6056 - val_vae_accuracy: 0.9644 Epoch 1319/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8410 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8569 - vae_accuracy: 0.9125 - val_loss: 28.3749 - val_vae_accuracy: 0.9649 Epoch 1320/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.8317 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8056 - vae_accuracy: 0.9125 - val_loss: 28.4172 - val_vae_accuracy: 0.9646 Epoch 1321/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.8477 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7978 - vae_accuracy: 0.9125 - val_loss: 28.4370 - val_vae_accuracy: 0.9648 Epoch 1322/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.8540 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8136 - vae_accuracy: 0.9125 - val_loss: 28.4577 - val_vae_accuracy: 0.9647 Epoch 1323/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.8111 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8054 - vae_accuracy: 0.9125 - val_loss: 28.4370 - val_vae_accuracy: 0.9647 Epoch 1324/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.6677 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8085 - vae_accuracy: 0.9125 - val_loss: 28.4296 - val_vae_accuracy: 0.9646 Epoch 1325/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8349 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8293 - vae_accuracy: 0.9124 - val_loss: 28.3838 - val_vae_accuracy: 0.9648 Epoch 1326/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.7800 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8081 - vae_accuracy: 0.9125 - val_loss: 28.4013 - val_vae_accuracy: 0.9647 Epoch 1327/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8508 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8375 - vae_accuracy: 0.9125 - val_loss: 28.3882 - val_vae_accuracy: 0.9647 Epoch 1328/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.7763 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.7914 - vae_accuracy: 0.9125 - val_loss: 28.4840 - val_vae_accuracy: 0.9646 Epoch 1329/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.8218 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8218 - vae_accuracy: 0.9124 - val_loss: 28.4957 - val_vae_accuracy: 0.9647 Epoch 1330/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8029 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7962 - vae_accuracy: 0.9125 - val_loss: 28.5585 - val_vae_accuracy: 0.9644 Epoch 1331/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.7925 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8130 - vae_accuracy: 0.9125 - val_loss: 28.4472 - val_vae_accuracy: 0.9648 Epoch 1332/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.8219 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8261 - vae_accuracy: 0.9125 - val_loss: 28.4722 - val_vae_accuracy: 0.9645 Epoch 1333/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.9121 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7953 - vae_accuracy: 0.9125 - val_loss: 28.3880 - val_vae_accuracy: 0.9646 Epoch 1334/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.8500 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8309 - vae_accuracy: 0.9125 - val_loss: 28.5916 - val_vae_accuracy: 0.9643 Epoch 1335/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.7064 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8037 - vae_accuracy: 0.9125 - val_loss: 28.5005 - val_vae_accuracy: 0.9646 Epoch 1336/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.8284 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.7823 - vae_accuracy: 0.9125 - val_loss: 28.4782 - val_vae_accuracy: 0.9646 Epoch 1337/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8344 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8097 - vae_accuracy: 0.9125 - val_loss: 28.5923 - val_vae_accuracy: 0.9645 Epoch 1338/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.8518 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8309 - vae_accuracy: 0.9125 - val_loss: 28.4167 - val_vae_accuracy: 0.9647 Epoch 1339/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.7671 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8027 - vae_accuracy: 0.9125 - val_loss: 28.3393 - val_vae_accuracy: 0.9649 Epoch 1340/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.7777 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7923 - vae_accuracy: 0.9125 - val_loss: 28.4842 - val_vae_accuracy: 0.9646 Epoch 1341/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.7994 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8014 - vae_accuracy: 0.9125 - val_loss: 28.4161 - val_vae_accuracy: 0.9649 Epoch 1342/4000 15100/16000 [===========================>..] - ETA: 0s - loss: 28.8453 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.7883 - vae_accuracy: 0.9125 - val_loss: 28.4626 - val_vae_accuracy: 0.9646 Epoch 1343/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.7964 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7979 - vae_accuracy: 0.9124 - val_loss: 28.4852 - val_vae_accuracy: 0.9644 Epoch 1344/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.8080 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8252 - vae_accuracy: 0.9124 - val_loss: 28.5169 - val_vae_accuracy: 0.9645 Epoch 1345/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.9401 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8448 - vae_accuracy: 0.9125 - val_loss: 28.4819 - val_vae_accuracy: 0.9647 Epoch 1346/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.7012 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7898 - vae_accuracy: 0.9125 - val_loss: 28.3075 - val_vae_accuracy: 0.9648 Epoch 1347/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8296 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8455 - vae_accuracy: 0.9125 - val_loss: 28.3614 - val_vae_accuracy: 0.9647 Epoch 1348/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.7862 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7769 - vae_accuracy: 0.9125 - val_loss: 28.4346 - val_vae_accuracy: 0.9646 Epoch 1349/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8521 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8507 - vae_accuracy: 0.9124 - val_loss: 28.5130 - val_vae_accuracy: 0.9647 Epoch 1350/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.8632 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8079 - vae_accuracy: 0.9125 - val_loss: 28.6703 - val_vae_accuracy: 0.9643 Epoch 1351/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.9398 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8100 - vae_accuracy: 0.9124 - val_loss: 28.4327 - val_vae_accuracy: 0.9647 Epoch 1352/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.7382 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8062 - vae_accuracy: 0.9124 - val_loss: 28.4062 - val_vae_accuracy: 0.9647 Epoch 1353/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.8139 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8179 - vae_accuracy: 0.9125 - val_loss: 28.4536 - val_vae_accuracy: 0.9646 Epoch 1354/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.8070 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8070 - vae_accuracy: 0.9124 - val_loss: 28.4072 - val_vae_accuracy: 0.9647 Epoch 1355/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8171 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8115 - vae_accuracy: 0.9125 - val_loss: 28.4056 - val_vae_accuracy: 0.9648 Epoch 1356/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.8069 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8374 - vae_accuracy: 0.9125 - val_loss: 28.3701 - val_vae_accuracy: 0.9648 Epoch 1357/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.8978 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8493 - vae_accuracy: 0.9125 - val_loss: 28.4091 - val_vae_accuracy: 0.9647 Epoch 1358/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.7957 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7957 - vae_accuracy: 0.9124 - val_loss: 28.4999 - val_vae_accuracy: 0.9645 Epoch 1359/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.8490 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8357 - vae_accuracy: 0.9125 - val_loss: 28.3329 - val_vae_accuracy: 0.9648 Epoch 1360/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.8034 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8034 - vae_accuracy: 0.9124 - val_loss: 28.3053 - val_vae_accuracy: 0.9649 Epoch 1361/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.8068 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8068 - vae_accuracy: 0.9125 - val_loss: 28.6026 - val_vae_accuracy: 0.9645 Epoch 1362/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.8581 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8106 - vae_accuracy: 0.9125 - val_loss: 28.3037 - val_vae_accuracy: 0.9650 Epoch 1363/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.6478 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7900 - vae_accuracy: 0.9124 - val_loss: 28.3702 - val_vae_accuracy: 0.9647 Epoch 1364/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.8043 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8161 - vae_accuracy: 0.9125 - val_loss: 28.5012 - val_vae_accuracy: 0.9646 Epoch 1365/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.8499 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8255 - vae_accuracy: 0.9125 - val_loss: 28.4523 - val_vae_accuracy: 0.9647 Epoch 1366/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8621 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8532 - vae_accuracy: 0.9124 - val_loss: 28.3577 - val_vae_accuracy: 0.9648 Epoch 1367/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.7885 - vae_accuracy: 0.9120WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8105 - vae_accuracy: 0.9125 - val_loss: 28.5658 - val_vae_accuracy: 0.9645 Epoch 1368/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.7893 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8074 - vae_accuracy: 0.9125 - val_loss: 28.2829 - val_vae_accuracy: 0.9649 Epoch 1369/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8343 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8146 - vae_accuracy: 0.9124 - val_loss: 28.4831 - val_vae_accuracy: 0.9645 Epoch 1370/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.8112 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8384 - vae_accuracy: 0.9124 - val_loss: 28.3853 - val_vae_accuracy: 0.9648 Epoch 1371/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.7977 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7995 - vae_accuracy: 0.9125 - val_loss: 28.5230 - val_vae_accuracy: 0.9646 Epoch 1372/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.7952 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7960 - vae_accuracy: 0.9125 - val_loss: 28.5317 - val_vae_accuracy: 0.9645 Epoch 1373/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.8410 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8579 - vae_accuracy: 0.9124 - val_loss: 28.4558 - val_vae_accuracy: 0.9647 Epoch 1374/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.8339 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8382 - vae_accuracy: 0.9125 - val_loss: 28.5705 - val_vae_accuracy: 0.9646 Epoch 1375/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.8442 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8136 - vae_accuracy: 0.9125 - val_loss: 28.3978 - val_vae_accuracy: 0.9649 Epoch 1376/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8326 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8244 - vae_accuracy: 0.9124 - val_loss: 28.3989 - val_vae_accuracy: 0.9648 Epoch 1377/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8271 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8191 - vae_accuracy: 0.9125 - val_loss: 28.5051 - val_vae_accuracy: 0.9646 Epoch 1378/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.7918 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8178 - vae_accuracy: 0.9125 - val_loss: 28.3691 - val_vae_accuracy: 0.9647 Epoch 1379/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.9151 - vae_accuracy: 0.9118WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8145 - vae_accuracy: 0.9125 - val_loss: 28.6378 - val_vae_accuracy: 0.9645 Epoch 1380/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.7918 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8145 - vae_accuracy: 0.9125 - val_loss: 28.3633 - val_vae_accuracy: 0.9649 Epoch 1381/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.8203 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8203 - vae_accuracy: 0.9125 - val_loss: 28.5177 - val_vae_accuracy: 0.9647 Epoch 1382/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.8091 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7936 - vae_accuracy: 0.9125 - val_loss: 28.4872 - val_vae_accuracy: 0.9645 Epoch 1383/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8410 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8427 - vae_accuracy: 0.9125 - val_loss: 28.4837 - val_vae_accuracy: 0.9646 Epoch 1384/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.8406 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8114 - vae_accuracy: 0.9124 - val_loss: 28.5155 - val_vae_accuracy: 0.9645 Epoch 1385/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.8300 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8235 - vae_accuracy: 0.9125 - val_loss: 28.4887 - val_vae_accuracy: 0.9646 Epoch 1386/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.8354 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8471 - vae_accuracy: 0.9125 - val_loss: 28.4961 - val_vae_accuracy: 0.9645 Epoch 1387/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.8042 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8042 - vae_accuracy: 0.9125 - val_loss: 28.4981 - val_vae_accuracy: 0.9647 Epoch 1388/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.7748 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7683 - vae_accuracy: 0.9125 - val_loss: 28.5217 - val_vae_accuracy: 0.9645 Epoch 1389/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8576 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8260 - vae_accuracy: 0.9125 - val_loss: 28.3593 - val_vae_accuracy: 0.9649 Epoch 1390/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.8218 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8031 - vae_accuracy: 0.9125 - val_loss: 28.4687 - val_vae_accuracy: 0.9645 Epoch 1391/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.7974 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8129 - vae_accuracy: 0.9125 - val_loss: 28.2914 - val_vae_accuracy: 0.9649 Epoch 1392/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8011 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7955 - vae_accuracy: 0.9125 - val_loss: 28.5088 - val_vae_accuracy: 0.9645 Epoch 1393/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.8142 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8162 - vae_accuracy: 0.9124 - val_loss: 28.4749 - val_vae_accuracy: 0.9646 Epoch 1394/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.8247 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8142 - vae_accuracy: 0.9124 - val_loss: 28.6679 - val_vae_accuracy: 0.9643 Epoch 1395/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.8304 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8108 - vae_accuracy: 0.9125 - val_loss: 28.4188 - val_vae_accuracy: 0.9648 Epoch 1396/4000 15000/16000 [===========================>..] - ETA: 0s - loss: 28.7415 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.7739 - vae_accuracy: 0.9126 - val_loss: 28.5075 - val_vae_accuracy: 0.9647 Epoch 1397/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.8622 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8123 - vae_accuracy: 0.9125 - val_loss: 28.6922 - val_vae_accuracy: 0.9642 Epoch 1398/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.8955 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7988 - vae_accuracy: 0.9125 - val_loss: 28.3976 - val_vae_accuracy: 0.9646 Epoch 1399/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8328 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8230 - vae_accuracy: 0.9124 - val_loss: 28.3563 - val_vae_accuracy: 0.9648 Epoch 1400/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.7420 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8083 - vae_accuracy: 0.9125 - val_loss: 28.4726 - val_vae_accuracy: 0.9647 Epoch 1401/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.7591 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.7928 - vae_accuracy: 0.9125 - val_loss: 28.4770 - val_vae_accuracy: 0.9646 Epoch 1402/4000 11900/16000 [=====================>........] - ETA: 0s - loss: 28.7333 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8050 - vae_accuracy: 0.9125 - val_loss: 28.4956 - val_vae_accuracy: 0.9646 Epoch 1403/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.9574 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7882 - vae_accuracy: 0.9125 - val_loss: 28.6028 - val_vae_accuracy: 0.9644 Epoch 1404/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.7789 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.7961 - vae_accuracy: 0.9125 - val_loss: 28.4004 - val_vae_accuracy: 0.9646 Epoch 1405/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.9155 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8001 - vae_accuracy: 0.9125 - val_loss: 28.4988 - val_vae_accuracy: 0.9647 Epoch 1406/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.7956 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8313 - vae_accuracy: 0.9124 - val_loss: 28.3874 - val_vae_accuracy: 0.9647 Epoch 1407/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.8306 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8348 - vae_accuracy: 0.9125 - val_loss: 28.4053 - val_vae_accuracy: 0.9648 Epoch 1408/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.7572 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.7862 - vae_accuracy: 0.9124 - val_loss: 28.6176 - val_vae_accuracy: 0.9643 Epoch 1409/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.8204 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8204 - vae_accuracy: 0.9124 - val_loss: 28.5093 - val_vae_accuracy: 0.9645 Epoch 1410/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.8289 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8028 - vae_accuracy: 0.9124 - val_loss: 28.4494 - val_vae_accuracy: 0.9646 Epoch 1411/4000 15100/16000 [===========================>..] - ETA: 0s - loss: 28.7922 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8289 - vae_accuracy: 0.9124 - val_loss: 28.5791 - val_vae_accuracy: 0.9644 Epoch 1412/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.8724 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8617 - vae_accuracy: 0.9125 - val_loss: 28.5031 - val_vae_accuracy: 0.9647 Epoch 1413/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.8143 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8304 - vae_accuracy: 0.9125 - val_loss: 28.4939 - val_vae_accuracy: 0.9647 Epoch 1414/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8297 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8227 - vae_accuracy: 0.9125 - val_loss: 28.4908 - val_vae_accuracy: 0.9645 Epoch 1415/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.7958 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7958 - vae_accuracy: 0.9124 - val_loss: 28.2958 - val_vae_accuracy: 0.9649 Epoch 1416/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.8742 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8308 - vae_accuracy: 0.9124 - val_loss: 28.4722 - val_vae_accuracy: 0.9646 Epoch 1417/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.8036 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8036 - vae_accuracy: 0.9125 - val_loss: 28.4333 - val_vae_accuracy: 0.9646 Epoch 1418/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.7442 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7960 - vae_accuracy: 0.9126 - val_loss: 28.4466 - val_vae_accuracy: 0.9647 Epoch 1419/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.8611 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8383 - vae_accuracy: 0.9124 - val_loss: 28.5188 - val_vae_accuracy: 0.9647 Epoch 1420/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8357 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8421 - vae_accuracy: 0.9125 - val_loss: 28.6160 - val_vae_accuracy: 0.9642 Epoch 1421/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.6965 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7994 - vae_accuracy: 0.9125 - val_loss: 28.3787 - val_vae_accuracy: 0.9647 Epoch 1422/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.8032 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.7715 - vae_accuracy: 0.9125 - val_loss: 28.4778 - val_vae_accuracy: 0.9646 Epoch 1423/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8279 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8251 - vae_accuracy: 0.9124 - val_loss: 28.4505 - val_vae_accuracy: 0.9646 Epoch 1424/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.8815 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7949 - vae_accuracy: 0.9124 - val_loss: 28.6108 - val_vae_accuracy: 0.9643 Epoch 1425/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.6639 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8146 - vae_accuracy: 0.9125 - val_loss: 28.4746 - val_vae_accuracy: 0.9647 Epoch 1426/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.6983 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8243 - vae_accuracy: 0.9125 - val_loss: 28.4372 - val_vae_accuracy: 0.9647 Epoch 1427/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.8738 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8250 - vae_accuracy: 0.9125 - val_loss: 28.2516 - val_vae_accuracy: 0.9649 Epoch 1428/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.8351 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8431 - vae_accuracy: 0.9124 - val_loss: 28.4837 - val_vae_accuracy: 0.9645 Epoch 1429/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.8999 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7985 - vae_accuracy: 0.9125 - val_loss: 28.3673 - val_vae_accuracy: 0.9649 Epoch 1430/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.8387 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8051 - vae_accuracy: 0.9125 - val_loss: 28.3496 - val_vae_accuracy: 0.9649 Epoch 1431/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.6938 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8023 - vae_accuracy: 0.9125 - val_loss: 28.4706 - val_vae_accuracy: 0.9647 Epoch 1432/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.8126 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8121 - vae_accuracy: 0.9125 - val_loss: 28.4082 - val_vae_accuracy: 0.9648 Epoch 1433/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.7234 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8175 - vae_accuracy: 0.9125 - val_loss: 28.2977 - val_vae_accuracy: 0.9648 Epoch 1434/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.8018 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8425 - vae_accuracy: 0.9125 - val_loss: 28.4722 - val_vae_accuracy: 0.9645 Epoch 1435/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.8136 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8086 - vae_accuracy: 0.9124 - val_loss: 28.4309 - val_vae_accuracy: 0.9647 Epoch 1436/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.8086 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7996 - vae_accuracy: 0.9125 - val_loss: 28.6027 - val_vae_accuracy: 0.9643 Epoch 1437/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.9150 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7947 - vae_accuracy: 0.9125 - val_loss: 28.5038 - val_vae_accuracy: 0.9646 Epoch 1438/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.9439 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8321 - vae_accuracy: 0.9124 - val_loss: 28.5576 - val_vae_accuracy: 0.9645 Epoch 1439/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.6745 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7938 - vae_accuracy: 0.9125 - val_loss: 28.4679 - val_vae_accuracy: 0.9645 Epoch 1440/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8687 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8184 - vae_accuracy: 0.9125 - val_loss: 28.3739 - val_vae_accuracy: 0.9649 Epoch 1441/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.8370 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7995 - vae_accuracy: 0.9125 - val_loss: 28.4767 - val_vae_accuracy: 0.9646 Epoch 1442/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.8184 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.7842 - vae_accuracy: 0.9125 - val_loss: 28.3936 - val_vae_accuracy: 0.9648 Epoch 1443/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.7776 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7728 - vae_accuracy: 0.9125 - val_loss: 28.5290 - val_vae_accuracy: 0.9645 Epoch 1444/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.8070 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7805 - vae_accuracy: 0.9125 - val_loss: 28.5813 - val_vae_accuracy: 0.9645 Epoch 1445/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.7270 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8107 - vae_accuracy: 0.9125 - val_loss: 28.4722 - val_vae_accuracy: 0.9648 Epoch 1446/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.7977 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8051 - vae_accuracy: 0.9125 - val_loss: 28.5235 - val_vae_accuracy: 0.9647 Epoch 1447/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.7580 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.7991 - vae_accuracy: 0.9125 - val_loss: 28.3117 - val_vae_accuracy: 0.9650 Epoch 1448/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.9673 - vae_accuracy: 0.9118WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8231 - vae_accuracy: 0.9126 - val_loss: 28.4995 - val_vae_accuracy: 0.9646 Epoch 1449/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.7248 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.7726 - vae_accuracy: 0.9125 - val_loss: 28.4094 - val_vae_accuracy: 0.9648 Epoch 1450/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.9546 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8356 - vae_accuracy: 0.9124 - val_loss: 28.4643 - val_vae_accuracy: 0.9646 Epoch 1451/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8846 - vae_accuracy: 0.9120WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8023 - vae_accuracy: 0.9125 - val_loss: 28.4335 - val_vae_accuracy: 0.9646 Epoch 1452/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.8952 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8071 - vae_accuracy: 0.9125 - val_loss: 28.4304 - val_vae_accuracy: 0.9647 Epoch 1453/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.8517 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7959 - vae_accuracy: 0.9125 - val_loss: 28.4474 - val_vae_accuracy: 0.9647 Epoch 1454/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.7783 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8239 - vae_accuracy: 0.9124 - val_loss: 28.4818 - val_vae_accuracy: 0.9646 Epoch 1455/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.8582 - vae_accuracy: 0.9118WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8084 - vae_accuracy: 0.9124 - val_loss: 28.4501 - val_vae_accuracy: 0.9646 Epoch 1456/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.7190 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8047 - vae_accuracy: 0.9125 - val_loss: 28.3711 - val_vae_accuracy: 0.9648 Epoch 1457/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.7773 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8174 - vae_accuracy: 0.9124 - val_loss: 28.4241 - val_vae_accuracy: 0.9647 Epoch 1458/4000 14300/16000 [=========================>....] - ETA: 0s - loss: 28.8576 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.8015 - vae_accuracy: 0.9125 - val_loss: 28.4841 - val_vae_accuracy: 0.9647 Epoch 1459/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8240 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8243 - vae_accuracy: 0.9126 - val_loss: 28.4612 - val_vae_accuracy: 0.9647 Epoch 1460/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.8713 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8153 - vae_accuracy: 0.9125 - val_loss: 28.5908 - val_vae_accuracy: 0.9645 Epoch 1461/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.8307 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8307 - vae_accuracy: 0.9125 - val_loss: 28.7121 - val_vae_accuracy: 0.9643 Epoch 1462/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.8667 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8062 - vae_accuracy: 0.9124 - val_loss: 28.5222 - val_vae_accuracy: 0.9646 Epoch 1463/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.8102 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8022 - vae_accuracy: 0.9125 - val_loss: 28.5060 - val_vae_accuracy: 0.9646 Epoch 1464/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8053 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8194 - vae_accuracy: 0.9124 - val_loss: 28.4097 - val_vae_accuracy: 0.9645 Epoch 1465/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8879 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7897 - vae_accuracy: 0.9125 - val_loss: 28.3242 - val_vae_accuracy: 0.9648 Epoch 1466/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8488 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8003 - vae_accuracy: 0.9124 - val_loss: 28.3641 - val_vae_accuracy: 0.9647 Epoch 1467/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.6832 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8161 - vae_accuracy: 0.9125 - val_loss: 28.3988 - val_vae_accuracy: 0.9649 Epoch 1468/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.6419 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8045 - vae_accuracy: 0.9125 - val_loss: 28.4317 - val_vae_accuracy: 0.9649 Epoch 1469/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.7999 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8538 - vae_accuracy: 0.9125 - val_loss: 28.4908 - val_vae_accuracy: 0.9648 Epoch 1470/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.9484 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8022 - vae_accuracy: 0.9125 - val_loss: 28.3722 - val_vae_accuracy: 0.9647 Epoch 1471/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.7578 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8101 - vae_accuracy: 0.9125 - val_loss: 28.4209 - val_vae_accuracy: 0.9646 Epoch 1472/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.7659 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7851 - vae_accuracy: 0.9125 - val_loss: 28.5526 - val_vae_accuracy: 0.9644 Epoch 1473/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8607 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8116 - vae_accuracy: 0.9125 - val_loss: 28.4182 - val_vae_accuracy: 0.9645 Epoch 1474/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.7296 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8071 - vae_accuracy: 0.9125 - val_loss: 28.6235 - val_vae_accuracy: 0.9644 Epoch 1475/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8655 - vae_accuracy: 0.9119WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8317 - vae_accuracy: 0.9124 - val_loss: 28.4254 - val_vae_accuracy: 0.9646 Epoch 1476/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.7579 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8268 - vae_accuracy: 0.9125 - val_loss: 28.5741 - val_vae_accuracy: 0.9644 Epoch 1477/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.7350 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7877 - vae_accuracy: 0.9125 - val_loss: 28.5202 - val_vae_accuracy: 0.9646 Epoch 1478/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8535 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7916 - vae_accuracy: 0.9124 - val_loss: 28.4364 - val_vae_accuracy: 0.9646 Epoch 1479/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8009 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7926 - vae_accuracy: 0.9125 - val_loss: 28.5160 - val_vae_accuracy: 0.9646 Epoch 1480/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.8065 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8448 - vae_accuracy: 0.9125 - val_loss: 28.5891 - val_vae_accuracy: 0.9645 Epoch 1481/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8280 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8197 - vae_accuracy: 0.9125 - val_loss: 28.4333 - val_vae_accuracy: 0.9648 Epoch 1482/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.7534 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7945 - vae_accuracy: 0.9125 - val_loss: 28.4288 - val_vae_accuracy: 0.9646 Epoch 1483/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.7448 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7836 - vae_accuracy: 0.9125 - val_loss: 28.5007 - val_vae_accuracy: 0.9646 Epoch 1484/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.9216 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8131 - vae_accuracy: 0.9125 - val_loss: 28.4939 - val_vae_accuracy: 0.9647 Epoch 1485/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.8127 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8233 - vae_accuracy: 0.9125 - val_loss: 28.3552 - val_vae_accuracy: 0.9648 Epoch 1486/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.7391 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7950 - vae_accuracy: 0.9125 - val_loss: 28.4059 - val_vae_accuracy: 0.9646 Epoch 1487/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8353 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8251 - vae_accuracy: 0.9125 - val_loss: 28.4804 - val_vae_accuracy: 0.9647 Epoch 1488/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.8149 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8093 - vae_accuracy: 0.9126 - val_loss: 28.4328 - val_vae_accuracy: 0.9648 Epoch 1489/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.9943 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8317 - vae_accuracy: 0.9125 - val_loss: 28.5927 - val_vae_accuracy: 0.9645 Epoch 1490/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.8031 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.7677 - vae_accuracy: 0.9125 - val_loss: 28.5074 - val_vae_accuracy: 0.9646 Epoch 1491/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.7859 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7990 - vae_accuracy: 0.9125 - val_loss: 28.4793 - val_vae_accuracy: 0.9647 Epoch 1492/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.7557 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7690 - vae_accuracy: 0.9126 - val_loss: 28.4718 - val_vae_accuracy: 0.9647 Epoch 1493/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.7879 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.7870 - vae_accuracy: 0.9125 - val_loss: 28.3189 - val_vae_accuracy: 0.9648 Epoch 1494/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.9422 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8419 - vae_accuracy: 0.9125 - val_loss: 28.4699 - val_vae_accuracy: 0.9646 Epoch 1495/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.6115 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8026 - vae_accuracy: 0.9124 - val_loss: 28.6090 - val_vae_accuracy: 0.9643 Epoch 1496/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.7878 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7844 - vae_accuracy: 0.9124 - val_loss: 28.5313 - val_vae_accuracy: 0.9645 Epoch 1497/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.8385 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7860 - vae_accuracy: 0.9125 - val_loss: 28.4615 - val_vae_accuracy: 0.9645 Epoch 1498/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.9123 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8363 - vae_accuracy: 0.9125 - val_loss: 28.4736 - val_vae_accuracy: 0.9646 Epoch 1499/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.7830 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8155 - vae_accuracy: 0.9125 - val_loss: 28.3392 - val_vae_accuracy: 0.9648 Epoch 1500/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.9070 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8324 - vae_accuracy: 0.9125 - val_loss: 28.3612 - val_vae_accuracy: 0.9648 Epoch 1501/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.7997 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8260 - vae_accuracy: 0.9125 - val_loss: 28.5870 - val_vae_accuracy: 0.9644 Epoch 1502/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8675 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8328 - vae_accuracy: 0.9124 - val_loss: 28.5194 - val_vae_accuracy: 0.9646 Epoch 1503/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8541 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8096 - vae_accuracy: 0.9125 - val_loss: 28.5037 - val_vae_accuracy: 0.9647 Epoch 1504/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.8127 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8209 - vae_accuracy: 0.9125 - val_loss: 28.4549 - val_vae_accuracy: 0.9645 Epoch 1505/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8939 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8526 - vae_accuracy: 0.9124 - val_loss: 28.4809 - val_vae_accuracy: 0.9646 Epoch 1506/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.9057 - vae_accuracy: 0.9119WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8278 - vae_accuracy: 0.9125 - val_loss: 28.4189 - val_vae_accuracy: 0.9647 Epoch 1507/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.8798 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8356 - vae_accuracy: 0.9125 - val_loss: 28.3832 - val_vae_accuracy: 0.9648 Epoch 1508/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.8404 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8285 - vae_accuracy: 0.9125 - val_loss: 28.4916 - val_vae_accuracy: 0.9647 Epoch 1509/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.8906 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8359 - vae_accuracy: 0.9125 - val_loss: 28.3438 - val_vae_accuracy: 0.9649 Epoch 1510/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.9369 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8052 - vae_accuracy: 0.9125 - val_loss: 28.6517 - val_vae_accuracy: 0.9642 Epoch 1511/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.7345 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7982 - vae_accuracy: 0.9125 - val_loss: 28.3978 - val_vae_accuracy: 0.9647 Epoch 1512/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.9361 - vae_accuracy: 0.9120WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8292 - vae_accuracy: 0.9125 - val_loss: 28.5336 - val_vae_accuracy: 0.9646 Epoch 1513/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.8438 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.7846 - vae_accuracy: 0.9125 - val_loss: 28.3977 - val_vae_accuracy: 0.9647 Epoch 1514/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.8072 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8420 - vae_accuracy: 0.9124 - val_loss: 28.3975 - val_vae_accuracy: 0.9647 Epoch 1515/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.8618 - vae_accuracy: 0.9120WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8044 - vae_accuracy: 0.9125 - val_loss: 28.5070 - val_vae_accuracy: 0.9646 Epoch 1516/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.8169 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8048 - vae_accuracy: 0.9124 - val_loss: 28.5033 - val_vae_accuracy: 0.9646 Epoch 1517/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.8235 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8177 - vae_accuracy: 0.9124 - val_loss: 28.5405 - val_vae_accuracy: 0.9645 Epoch 1518/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.7875 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8135 - vae_accuracy: 0.9124 - val_loss: 28.4757 - val_vae_accuracy: 0.9644 Epoch 1519/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.7697 - vae_accuracy: 0.9119WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8187 - vae_accuracy: 0.9124 - val_loss: 28.3481 - val_vae_accuracy: 0.9647 Epoch 1520/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.9431 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8139 - vae_accuracy: 0.9125 - val_loss: 28.3939 - val_vae_accuracy: 0.9647 Epoch 1521/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8061 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8226 - vae_accuracy: 0.9125 - val_loss: 28.5230 - val_vae_accuracy: 0.9646 Epoch 1522/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.9115 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8515 - vae_accuracy: 0.9125 - val_loss: 28.4007 - val_vae_accuracy: 0.9648 Epoch 1523/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.8850 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8196 - vae_accuracy: 0.9125 - val_loss: 28.4603 - val_vae_accuracy: 0.9647 Epoch 1524/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.7193 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7938 - vae_accuracy: 0.9125 - val_loss: 28.4744 - val_vae_accuracy: 0.9646 Epoch 1525/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.9209 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8303 - vae_accuracy: 0.9125 - val_loss: 28.5091 - val_vae_accuracy: 0.9646 Epoch 1526/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.7516 - vae_accuracy: 0.9120WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7916 - vae_accuracy: 0.9125 - val_loss: 28.3480 - val_vae_accuracy: 0.9648 Epoch 1527/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.8332 - vae_accuracy: 0.9120WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8138 - vae_accuracy: 0.9125 - val_loss: 28.5291 - val_vae_accuracy: 0.9647 Epoch 1528/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.7825 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8057 - vae_accuracy: 0.9124 - val_loss: 28.4233 - val_vae_accuracy: 0.9647 Epoch 1529/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.8170 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8402 - vae_accuracy: 0.9125 - val_loss: 28.3372 - val_vae_accuracy: 0.9648 Epoch 1530/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.7593 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8393 - vae_accuracy: 0.9124 - val_loss: 28.4296 - val_vae_accuracy: 0.9647 Epoch 1531/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8119 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8100 - vae_accuracy: 0.9125 - val_loss: 28.6405 - val_vae_accuracy: 0.9643 Epoch 1532/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.9093 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8031 - vae_accuracy: 0.9125 - val_loss: 28.3509 - val_vae_accuracy: 0.9648 Epoch 1533/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.7622 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.7878 - vae_accuracy: 0.9125 - val_loss: 28.3206 - val_vae_accuracy: 0.9647 Epoch 1534/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.8229 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.8428 - vae_accuracy: 0.9124 - val_loss: 28.3421 - val_vae_accuracy: 0.9649 Epoch 1535/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8362 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8291 - vae_accuracy: 0.9124 - val_loss: 28.4274 - val_vae_accuracy: 0.9645 Epoch 1536/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.7324 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8177 - vae_accuracy: 0.9125 - val_loss: 28.4573 - val_vae_accuracy: 0.9647 Epoch 1537/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8365 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8278 - vae_accuracy: 0.9124 - val_loss: 28.6499 - val_vae_accuracy: 0.9644 Epoch 1538/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.8087 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8221 - vae_accuracy: 0.9125 - val_loss: 28.5605 - val_vae_accuracy: 0.9646 Epoch 1539/4000 15000/16000 [===========================>..] - ETA: 0s - loss: 28.7684 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.7961 - vae_accuracy: 0.9125 - val_loss: 28.3621 - val_vae_accuracy: 0.9646 Epoch 1540/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8283 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8182 - vae_accuracy: 0.9124 - val_loss: 28.5299 - val_vae_accuracy: 0.9645 Epoch 1541/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.8107 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8027 - vae_accuracy: 0.9124 - val_loss: 28.5287 - val_vae_accuracy: 0.9645 Epoch 1542/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8307 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8224 - vae_accuracy: 0.9124 - val_loss: 28.5117 - val_vae_accuracy: 0.9646 Epoch 1543/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.8282 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8282 - vae_accuracy: 0.9125 - val_loss: 28.6030 - val_vae_accuracy: 0.9644 Epoch 1544/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.7939 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7939 - vae_accuracy: 0.9125 - val_loss: 28.4412 - val_vae_accuracy: 0.9648 Epoch 1545/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.7522 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7522 - vae_accuracy: 0.9125 - val_loss: 28.4149 - val_vae_accuracy: 0.9647 Epoch 1546/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.7801 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8052 - vae_accuracy: 0.9124 - val_loss: 28.5355 - val_vae_accuracy: 0.9645 Epoch 1547/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.7891 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8137 - vae_accuracy: 0.9124 - val_loss: 28.4993 - val_vae_accuracy: 0.9646 Epoch 1548/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.7791 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7862 - vae_accuracy: 0.9125 - val_loss: 28.4861 - val_vae_accuracy: 0.9647 Epoch 1549/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.7855 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8344 - vae_accuracy: 0.9125 - val_loss: 28.5292 - val_vae_accuracy: 0.9646 Epoch 1550/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.7770 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7791 - vae_accuracy: 0.9125 - val_loss: 28.5781 - val_vae_accuracy: 0.9645 Epoch 1551/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8908 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7906 - vae_accuracy: 0.9125 - val_loss: 28.3818 - val_vae_accuracy: 0.9646 Epoch 1552/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.8290 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8290 - vae_accuracy: 0.9123 - val_loss: 28.5193 - val_vae_accuracy: 0.9646 Epoch 1553/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.9022 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8395 - vae_accuracy: 0.9125 - val_loss: 28.4550 - val_vae_accuracy: 0.9647 Epoch 1554/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8191 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8255 - vae_accuracy: 0.9125 - val_loss: 28.4120 - val_vae_accuracy: 0.9647 Epoch 1555/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8276 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8207 - vae_accuracy: 0.9125 - val_loss: 28.4338 - val_vae_accuracy: 0.9646 Epoch 1556/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.7051 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8208 - vae_accuracy: 0.9125 - val_loss: 28.5630 - val_vae_accuracy: 0.9645 Epoch 1557/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.7780 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7780 - vae_accuracy: 0.9125 - val_loss: 28.5116 - val_vae_accuracy: 0.9645 Epoch 1558/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.8220 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8130 - vae_accuracy: 0.9124 - val_loss: 28.4589 - val_vae_accuracy: 0.9646 Epoch 1559/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.8677 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7898 - vae_accuracy: 0.9125 - val_loss: 28.3946 - val_vae_accuracy: 0.9647 Epoch 1560/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.8037 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8508 - vae_accuracy: 0.9125 - val_loss: 28.5363 - val_vae_accuracy: 0.9647 Epoch 1561/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.8670 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7932 - vae_accuracy: 0.9125 - val_loss: 28.5715 - val_vae_accuracy: 0.9644 Epoch 1562/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.7188 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8153 - vae_accuracy: 0.9125 - val_loss: 28.4800 - val_vae_accuracy: 0.9647 Epoch 1563/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.8264 - vae_accuracy: 0.9119WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7832 - vae_accuracy: 0.9125 - val_loss: 28.4663 - val_vae_accuracy: 0.9647 Epoch 1564/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8354 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8165 - vae_accuracy: 0.9125 - val_loss: 28.5405 - val_vae_accuracy: 0.9646 Epoch 1565/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.7071 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.7909 - vae_accuracy: 0.9125 - val_loss: 28.4239 - val_vae_accuracy: 0.9647 Epoch 1566/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.7852 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7587 - vae_accuracy: 0.9125 - val_loss: 28.4773 - val_vae_accuracy: 0.9646 Epoch 1567/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.7494 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8155 - vae_accuracy: 0.9125 - val_loss: 28.5004 - val_vae_accuracy: 0.9644 Epoch 1568/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8337 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8071 - vae_accuracy: 0.9124 - val_loss: 28.4915 - val_vae_accuracy: 0.9645 Epoch 1569/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.8315 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.7974 - vae_accuracy: 0.9125 - val_loss: 28.4973 - val_vae_accuracy: 0.9646 Epoch 1570/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.7358 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8042 - vae_accuracy: 0.9125 - val_loss: 28.4016 - val_vae_accuracy: 0.9647 Epoch 1571/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.6985 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7947 - vae_accuracy: 0.9125 - val_loss: 28.5090 - val_vae_accuracy: 0.9646 Epoch 1572/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.7643 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7828 - vae_accuracy: 0.9125 - val_loss: 28.4151 - val_vae_accuracy: 0.9647 Epoch 1573/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.7021 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8061 - vae_accuracy: 0.9125 - val_loss: 28.5078 - val_vae_accuracy: 0.9645 Epoch 1574/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.8348 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8076 - vae_accuracy: 0.9124 - val_loss: 28.3934 - val_vae_accuracy: 0.9647 Epoch 1575/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.6897 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7947 - vae_accuracy: 0.9126 - val_loss: 28.4469 - val_vae_accuracy: 0.9647 Epoch 1576/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.6262 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7882 - vae_accuracy: 0.9125 - val_loss: 28.4926 - val_vae_accuracy: 0.9645 Epoch 1577/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.8635 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8074 - vae_accuracy: 0.9125 - val_loss: 28.3915 - val_vae_accuracy: 0.9647 Epoch 1578/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.7510 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8114 - vae_accuracy: 0.9126 - val_loss: 28.5204 - val_vae_accuracy: 0.9646 Epoch 1579/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.8469 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8591 - vae_accuracy: 0.9125 - val_loss: 28.6771 - val_vae_accuracy: 0.9644 Epoch 1580/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.8363 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8326 - vae_accuracy: 0.9124 - val_loss: 28.6026 - val_vae_accuracy: 0.9644 Epoch 1581/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.7274 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8010 - vae_accuracy: 0.9125 - val_loss: 28.5013 - val_vae_accuracy: 0.9646 Epoch 1582/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.7754 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8366 - vae_accuracy: 0.9125 - val_loss: 28.4568 - val_vae_accuracy: 0.9647 Epoch 1583/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.7993 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8130 - vae_accuracy: 0.9125 - val_loss: 28.4404 - val_vae_accuracy: 0.9647 Epoch 1584/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.9128 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8139 - vae_accuracy: 0.9125 - val_loss: 28.5030 - val_vae_accuracy: 0.9646 Epoch 1585/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.9843 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8179 - vae_accuracy: 0.9125 - val_loss: 28.4424 - val_vae_accuracy: 0.9647 Epoch 1586/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.7816 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7816 - vae_accuracy: 0.9125 - val_loss: 28.5792 - val_vae_accuracy: 0.9647 Epoch 1587/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.8093 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8093 - vae_accuracy: 0.9124 - val_loss: 28.4843 - val_vae_accuracy: 0.9646 Epoch 1588/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.8029 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8057 - vae_accuracy: 0.9125 - val_loss: 28.4560 - val_vae_accuracy: 0.9646 Epoch 1589/4000 11900/16000 [=====================>........] - ETA: 0s - loss: 28.7380 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8115 - vae_accuracy: 0.9125 - val_loss: 28.5178 - val_vae_accuracy: 0.9646 Epoch 1590/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.8102 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8078 - vae_accuracy: 0.9125 - val_loss: 28.4214 - val_vae_accuracy: 0.9647 Epoch 1591/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.6515 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7700 - vae_accuracy: 0.9125 - val_loss: 28.5369 - val_vae_accuracy: 0.9645 Epoch 1592/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.8497 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8023 - vae_accuracy: 0.9125 - val_loss: 28.4880 - val_vae_accuracy: 0.9646 Epoch 1593/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.7410 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8274 - vae_accuracy: 0.9125 - val_loss: 28.5630 - val_vae_accuracy: 0.9646 Epoch 1594/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8686 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8411 - vae_accuracy: 0.9125 - val_loss: 28.5125 - val_vae_accuracy: 0.9646 Epoch 1595/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.8430 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8371 - vae_accuracy: 0.9125 - val_loss: 28.4386 - val_vae_accuracy: 0.9648 Epoch 1596/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8184 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7772 - vae_accuracy: 0.9125 - val_loss: 28.4223 - val_vae_accuracy: 0.9647 Epoch 1597/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.7519 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8044 - vae_accuracy: 0.9125 - val_loss: 28.4662 - val_vae_accuracy: 0.9647 Epoch 1598/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.9276 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8073 - vae_accuracy: 0.9125 - val_loss: 28.4873 - val_vae_accuracy: 0.9647 Epoch 1599/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.6263 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8451 - vae_accuracy: 0.9125 - val_loss: 28.4059 - val_vae_accuracy: 0.9647 Epoch 1600/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.8339 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7770 - vae_accuracy: 0.9125 - val_loss: 28.5525 - val_vae_accuracy: 0.9645 Epoch 1601/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.7878 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8275 - vae_accuracy: 0.9125 - val_loss: 28.4997 - val_vae_accuracy: 0.9646 Epoch 1602/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.8818 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8315 - vae_accuracy: 0.9125 - val_loss: 28.4964 - val_vae_accuracy: 0.9646 Epoch 1603/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.7746 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8123 - vae_accuracy: 0.9125 - val_loss: 28.5199 - val_vae_accuracy: 0.9646 Epoch 1604/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.8163 - vae_accuracy: 0.9120WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7895 - vae_accuracy: 0.9126 - val_loss: 28.4394 - val_vae_accuracy: 0.9647 Epoch 1605/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.7816 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.7976 - vae_accuracy: 0.9125 - val_loss: 28.4179 - val_vae_accuracy: 0.9647 Epoch 1606/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.7956 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7938 - vae_accuracy: 0.9125 - val_loss: 28.4007 - val_vae_accuracy: 0.9646 Epoch 1607/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.7943 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.7783 - vae_accuracy: 0.9124 - val_loss: 28.4348 - val_vae_accuracy: 0.9647 Epoch 1608/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.9260 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8090 - vae_accuracy: 0.9124 - val_loss: 28.5676 - val_vae_accuracy: 0.9645 Epoch 1609/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.8280 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7987 - vae_accuracy: 0.9125 - val_loss: 28.5089 - val_vae_accuracy: 0.9646 Epoch 1610/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.6693 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.7741 - vae_accuracy: 0.9125 - val_loss: 28.4698 - val_vae_accuracy: 0.9645 Epoch 1611/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.8137 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8167 - vae_accuracy: 0.9125 - val_loss: 28.3616 - val_vae_accuracy: 0.9648 Epoch 1612/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.7488 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8109 - vae_accuracy: 0.9126 - val_loss: 28.5025 - val_vae_accuracy: 0.9646 Epoch 1613/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.9842 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8001 - vae_accuracy: 0.9125 - val_loss: 28.4619 - val_vae_accuracy: 0.9647 Epoch 1614/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.7614 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7987 - vae_accuracy: 0.9125 - val_loss: 28.5228 - val_vae_accuracy: 0.9644 Epoch 1615/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.8827 - vae_accuracy: 0.9120WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.7857 - vae_accuracy: 0.9125 - val_loss: 28.4241 - val_vae_accuracy: 0.9647 Epoch 1616/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.6402 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8087 - vae_accuracy: 0.9124 - val_loss: 28.4780 - val_vae_accuracy: 0.9646 Epoch 1617/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.7712 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8100 - vae_accuracy: 0.9125 - val_loss: 28.4705 - val_vae_accuracy: 0.9646 Epoch 1618/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.7046 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8098 - vae_accuracy: 0.9125 - val_loss: 28.6172 - val_vae_accuracy: 0.9644 Epoch 1619/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8928 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8200 - vae_accuracy: 0.9125 - val_loss: 28.5305 - val_vae_accuracy: 0.9647 Epoch 1620/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.7270 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7982 - vae_accuracy: 0.9125 - val_loss: 28.4480 - val_vae_accuracy: 0.9647 Epoch 1621/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.7324 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7980 - vae_accuracy: 0.9125 - val_loss: 28.5629 - val_vae_accuracy: 0.9644 Epoch 1622/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.9255 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8118 - vae_accuracy: 0.9125 - val_loss: 28.4547 - val_vae_accuracy: 0.9647 Epoch 1623/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.8569 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7817 - vae_accuracy: 0.9125 - val_loss: 28.6279 - val_vae_accuracy: 0.9643 Epoch 1624/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8037 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8172 - vae_accuracy: 0.9124 - val_loss: 28.5088 - val_vae_accuracy: 0.9647 Epoch 1625/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.8252 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8104 - vae_accuracy: 0.9124 - val_loss: 28.7089 - val_vae_accuracy: 0.9644 Epoch 1626/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.8180 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8199 - vae_accuracy: 0.9125 - val_loss: 28.5270 - val_vae_accuracy: 0.9645 Epoch 1627/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.8218 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8218 - vae_accuracy: 0.9124 - val_loss: 28.5557 - val_vae_accuracy: 0.9645 Epoch 1628/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.9280 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8032 - vae_accuracy: 0.9125 - val_loss: 28.6147 - val_vae_accuracy: 0.9644 Epoch 1629/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.8539 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8380 - vae_accuracy: 0.9124 - val_loss: 28.5820 - val_vae_accuracy: 0.9645 Epoch 1630/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.8048 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.7937 - vae_accuracy: 0.9125 - val_loss: 28.4545 - val_vae_accuracy: 0.9646 Epoch 1631/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.8437 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8410 - vae_accuracy: 0.9125 - val_loss: 28.4346 - val_vae_accuracy: 0.9647 Epoch 1632/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.9253 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8109 - vae_accuracy: 0.9125 - val_loss: 28.4440 - val_vae_accuracy: 0.9646 Epoch 1633/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.8579 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8387 - vae_accuracy: 0.9124 - val_loss: 28.5852 - val_vae_accuracy: 0.9644 Epoch 1634/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.7355 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7809 - vae_accuracy: 0.9125 - val_loss: 28.4291 - val_vae_accuracy: 0.9648 Epoch 1635/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.6597 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8201 - vae_accuracy: 0.9125 - val_loss: 28.4960 - val_vae_accuracy: 0.9646 Epoch 1636/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.8975 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8155 - vae_accuracy: 0.9125 - val_loss: 28.4516 - val_vae_accuracy: 0.9647 Epoch 1637/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.8629 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7992 - vae_accuracy: 0.9124 - val_loss: 28.4379 - val_vae_accuracy: 0.9648 Epoch 1638/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.7551 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7778 - vae_accuracy: 0.9125 - val_loss: 28.4407 - val_vae_accuracy: 0.9645 Epoch 1639/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.8894 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8058 - vae_accuracy: 0.9125 - val_loss: 28.5589 - val_vae_accuracy: 0.9645 Epoch 1640/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.9296 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7797 - vae_accuracy: 0.9125 - val_loss: 28.5222 - val_vae_accuracy: 0.9644 Epoch 1641/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.9060 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8007 - vae_accuracy: 0.9125 - val_loss: 28.6056 - val_vae_accuracy: 0.9645 Epoch 1642/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.7915 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8200 - vae_accuracy: 0.9125 - val_loss: 28.4552 - val_vae_accuracy: 0.9648 Epoch 1643/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.8348 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.7718 - vae_accuracy: 0.9125 - val_loss: 28.5445 - val_vae_accuracy: 0.9645 Epoch 1644/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.8273 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8273 - vae_accuracy: 0.9125 - val_loss: 28.4689 - val_vae_accuracy: 0.9647 Epoch 1645/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.7692 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.7974 - vae_accuracy: 0.9126 - val_loss: 28.3879 - val_vae_accuracy: 0.9646 Epoch 1646/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.7216 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8207 - vae_accuracy: 0.9124 - val_loss: 28.4061 - val_vae_accuracy: 0.9647 Epoch 1647/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8075 - vae_accuracy: 0.9120WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8190 - vae_accuracy: 0.9125 - val_loss: 28.5478 - val_vae_accuracy: 0.9645 Epoch 1648/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.8861 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8009 - vae_accuracy: 0.9125 - val_loss: 28.3911 - val_vae_accuracy: 0.9647 Epoch 1649/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.7721 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8422 - vae_accuracy: 0.9124 - val_loss: 28.4811 - val_vae_accuracy: 0.9647 Epoch 1650/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.8114 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8014 - vae_accuracy: 0.9125 - val_loss: 28.5215 - val_vae_accuracy: 0.9646 Epoch 1651/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.7473 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8078 - vae_accuracy: 0.9125 - val_loss: 28.4071 - val_vae_accuracy: 0.9647 Epoch 1652/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.8661 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8558 - vae_accuracy: 0.9124 - val_loss: 28.5033 - val_vae_accuracy: 0.9647 Epoch 1653/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.8314 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.8314 - vae_accuracy: 0.9125 - val_loss: 28.4598 - val_vae_accuracy: 0.9647 Epoch 1654/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.8708 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8407 - vae_accuracy: 0.9126 - val_loss: 28.3742 - val_vae_accuracy: 0.9648 Epoch 1655/4000 14700/16000 [==========================>...] - ETA: 0s - loss: 28.8049 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8157 - vae_accuracy: 0.9125 - val_loss: 28.4579 - val_vae_accuracy: 0.9647 Epoch 1656/4000 14500/16000 [==========================>...] - ETA: 0s - loss: 28.7749 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8320 - vae_accuracy: 0.9124 - val_loss: 28.4085 - val_vae_accuracy: 0.9646 Epoch 1657/4000 14700/16000 [==========================>...] - ETA: 0s - loss: 28.8634 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8115 - vae_accuracy: 0.9124 - val_loss: 28.4046 - val_vae_accuracy: 0.9647 Epoch 1658/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 28.8453 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8226 - vae_accuracy: 0.9125 - val_loss: 28.5797 - val_vae_accuracy: 0.9645 Epoch 1659/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.8492 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8277 - vae_accuracy: 0.9125 - val_loss: 28.4594 - val_vae_accuracy: 0.9647 Epoch 1660/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.7160 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.7666 - vae_accuracy: 0.9125 - val_loss: 28.3540 - val_vae_accuracy: 0.9648 Epoch 1661/4000 14800/16000 [==========================>...] - ETA: 0s - loss: 28.7591 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.7594 - vae_accuracy: 0.9125 - val_loss: 28.3787 - val_vae_accuracy: 0.9647 Epoch 1662/4000 14600/16000 [==========================>...] - ETA: 0s - loss: 28.8863 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.7899 - vae_accuracy: 0.9125 - val_loss: 28.5231 - val_vae_accuracy: 0.9646 Epoch 1663/4000 14700/16000 [==========================>...] - ETA: 0s - loss: 28.8118 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8063 - vae_accuracy: 0.9125 - val_loss: 28.5503 - val_vae_accuracy: 0.9646 Epoch 1664/4000 14700/16000 [==========================>...] - ETA: 0s - loss: 28.7807 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8043 - vae_accuracy: 0.9124 - val_loss: 28.4984 - val_vae_accuracy: 0.9645 Epoch 1665/4000 14600/16000 [==========================>...] - ETA: 0s - loss: 28.8882 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8170 - vae_accuracy: 0.9124 - val_loss: 28.3676 - val_vae_accuracy: 0.9648 Epoch 1666/4000 14600/16000 [==========================>...] - ETA: 0s - loss: 28.8244 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.7935 - vae_accuracy: 0.9126 - val_loss: 28.5515 - val_vae_accuracy: 0.9645 Epoch 1667/4000 14600/16000 [==========================>...] - ETA: 0s - loss: 28.7423 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8008 - vae_accuracy: 0.9125 - val_loss: 28.4233 - val_vae_accuracy: 0.9647 Epoch 1668/4000 14600/16000 [==========================>...] - ETA: 0s - loss: 28.7652 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8076 - vae_accuracy: 0.9125 - val_loss: 28.5010 - val_vae_accuracy: 0.9646 Epoch 1669/4000 14700/16000 [==========================>...] - ETA: 0s - loss: 28.8032 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.7979 - vae_accuracy: 0.9125 - val_loss: 28.5629 - val_vae_accuracy: 0.9645 Epoch 1670/4000 14700/16000 [==========================>...] - ETA: 0s - loss: 28.7759 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8114 - vae_accuracy: 0.9125 - val_loss: 28.6810 - val_vae_accuracy: 0.9642 Epoch 1671/4000 14500/16000 [==========================>...] - ETA: 0s - loss: 28.7797 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8098 - vae_accuracy: 0.9125 - val_loss: 28.4585 - val_vae_accuracy: 0.9646 Epoch 1672/4000 14500/16000 [==========================>...] - ETA: 0s - loss: 28.8500 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8141 - vae_accuracy: 0.9125 - val_loss: 28.4892 - val_vae_accuracy: 0.9645 Epoch 1673/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.7576 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.7984 - vae_accuracy: 0.9124 - val_loss: 28.5080 - val_vae_accuracy: 0.9646 Epoch 1674/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.8470 - vae_accuracy: 0.9121WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.7866 - vae_accuracy: 0.9125 - val_loss: 28.4829 - val_vae_accuracy: 0.9645 Epoch 1675/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.6640 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8499 - vae_accuracy: 0.9124 - val_loss: 28.4624 - val_vae_accuracy: 0.9647 Epoch 1676/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.8457 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8080 - vae_accuracy: 0.9125 - val_loss: 28.4184 - val_vae_accuracy: 0.9647 Epoch 1677/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.8384 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8326 - vae_accuracy: 0.9125 - val_loss: 28.4263 - val_vae_accuracy: 0.9648 Epoch 1678/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.7460 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.7957 - vae_accuracy: 0.9125 - val_loss: 28.3294 - val_vae_accuracy: 0.9648 Epoch 1679/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.7369 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.7982 - vae_accuracy: 0.9124 - val_loss: 28.4813 - val_vae_accuracy: 0.9647 Epoch 1680/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.7129 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.7638 - vae_accuracy: 0.9125 - val_loss: 28.4758 - val_vae_accuracy: 0.9647 Epoch 1681/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.8292 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8191 - vae_accuracy: 0.9124 - val_loss: 28.3724 - val_vae_accuracy: 0.9648 Epoch 1682/4000 14000/16000 [=========================>....] - ETA: 0s - loss: 28.9215 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.8536 - vae_accuracy: 0.9124 - val_loss: 28.4478 - val_vae_accuracy: 0.9647 Epoch 1683/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.8965 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8010 - vae_accuracy: 0.9125 - val_loss: 28.6372 - val_vae_accuracy: 0.9645 Epoch 1684/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.8074 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8107 - vae_accuracy: 0.9125 - val_loss: 28.5040 - val_vae_accuracy: 0.9645 Epoch 1685/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.8332 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.7806 - vae_accuracy: 0.9125 - val_loss: 28.5245 - val_vae_accuracy: 0.9646 Epoch 1686/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.7233 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8093 - vae_accuracy: 0.9125 - val_loss: 28.3966 - val_vae_accuracy: 0.9646 Epoch 1687/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.6911 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.7982 - vae_accuracy: 0.9125 - val_loss: 28.3792 - val_vae_accuracy: 0.9647 Epoch 1688/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.8132 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.8388 - vae_accuracy: 0.9124 - val_loss: 28.3057 - val_vae_accuracy: 0.9648 Epoch 1689/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.7898 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.7828 - vae_accuracy: 0.9125 - val_loss: 28.3531 - val_vae_accuracy: 0.9649 Epoch 1690/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.7781 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.7632 - vae_accuracy: 0.9126 - val_loss: 28.3844 - val_vae_accuracy: 0.9647 Epoch 1691/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.7743 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.7696 - vae_accuracy: 0.9126 - val_loss: 28.3103 - val_vae_accuracy: 0.9650 Epoch 1692/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.7206 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.7167 - vae_accuracy: 0.9127 - val_loss: 28.2437 - val_vae_accuracy: 0.9651 Epoch 1693/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.6701 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6951 - vae_accuracy: 0.9127 - val_loss: 28.1821 - val_vae_accuracy: 0.9650 Epoch 1694/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.6947 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 28.11304982503255 to: 28.04787762959798 saving models 16000/16000 [==============================] - 0s 15us/sample - loss: 28.6947 - vae_accuracy: 0.9126 - val_loss: 28.0479 - val_vae_accuracy: 0.9655 Epoch 1695/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.6608 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6896 - vae_accuracy: 0.9128 - val_loss: 28.2772 - val_vae_accuracy: 0.9649 Epoch 1696/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.7685 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6842 - vae_accuracy: 0.9128 - val_loss: 28.0529 - val_vae_accuracy: 0.9652 Epoch 1697/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.5798 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6631 - vae_accuracy: 0.9128 - val_loss: 28.1113 - val_vae_accuracy: 0.9653 Epoch 1698/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.7550 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6711 - vae_accuracy: 0.9127 - val_loss: 28.1282 - val_vae_accuracy: 0.9653 Epoch 1699/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.6146 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6932 - vae_accuracy: 0.9128 - val_loss: 28.0739 - val_vae_accuracy: 0.9654 Epoch 1700/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.8060 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6340 - vae_accuracy: 0.9128 - val_loss: 28.0748 - val_vae_accuracy: 0.9653 Epoch 1701/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.6094 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6357 - vae_accuracy: 0.9128 - val_loss: 28.3385 - val_vae_accuracy: 0.9650 Epoch 1702/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.6363 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 28.04787762959798 to: 28.026962492201065 saving models 16000/16000 [==============================] - 0s 14us/sample - loss: 28.6782 - vae_accuracy: 0.9127 - val_loss: 28.0270 - val_vae_accuracy: 0.9654 Epoch 1703/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.6471 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6323 - vae_accuracy: 0.9128 - val_loss: 28.1738 - val_vae_accuracy: 0.9651 Epoch 1704/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.7612 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6688 - vae_accuracy: 0.9128 - val_loss: 28.2094 - val_vae_accuracy: 0.9651 Epoch 1705/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.6014 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6075 - vae_accuracy: 0.9128 - val_loss: 28.2749 - val_vae_accuracy: 0.9649 Epoch 1706/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.7174 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6289 - vae_accuracy: 0.9127 - val_loss: 28.1251 - val_vae_accuracy: 0.9650 Epoch 1707/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.6965 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6266 - vae_accuracy: 0.9127 - val_loss: 28.0853 - val_vae_accuracy: 0.9653 Epoch 1708/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.5703 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5953 - vae_accuracy: 0.9128 - val_loss: 28.1174 - val_vae_accuracy: 0.9652 Epoch 1709/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.5023 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 28.026962492201065 to: 27.980090883043076 saving models 16000/16000 [==============================] - 0s 14us/sample - loss: 28.6291 - vae_accuracy: 0.9128 - val_loss: 27.9801 - val_vae_accuracy: 0.9654 Epoch 1710/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.6360 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6692 - vae_accuracy: 0.9128 - val_loss: 28.0124 - val_vae_accuracy: 0.9654 Epoch 1711/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.5712 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6231 - vae_accuracy: 0.9128 - val_loss: 28.1896 - val_vae_accuracy: 0.9651 Epoch 1712/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.6181 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6591 - vae_accuracy: 0.9127 - val_loss: 28.0739 - val_vae_accuracy: 0.9653 Epoch 1713/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.6431 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6322 - vae_accuracy: 0.9128 - val_loss: 28.0026 - val_vae_accuracy: 0.9654 Epoch 1714/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.7144 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 27.980090883043076 to: 27.932125303480362 saving models 16000/16000 [==============================] - 0s 14us/sample - loss: 28.6401 - vae_accuracy: 0.9128 - val_loss: 27.9321 - val_vae_accuracy: 0.9654 Epoch 1715/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.5998 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6209 - vae_accuracy: 0.9128 - val_loss: 28.1350 - val_vae_accuracy: 0.9652 Epoch 1716/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.6516 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6328 - vae_accuracy: 0.9128 - val_loss: 27.9782 - val_vae_accuracy: 0.9653 Epoch 1717/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.5782 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6327 - vae_accuracy: 0.9128 - val_loss: 28.0900 - val_vae_accuracy: 0.9653 Epoch 1718/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.6588 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6350 - vae_accuracy: 0.9128 - val_loss: 28.1197 - val_vae_accuracy: 0.9652 Epoch 1719/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.6367 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6402 - vae_accuracy: 0.9128 - val_loss: 28.0164 - val_vae_accuracy: 0.9653 Epoch 1720/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.5253 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6288 - vae_accuracy: 0.9128 - val_loss: 28.0998 - val_vae_accuracy: 0.9654 Epoch 1721/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.4176 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6325 - vae_accuracy: 0.9128 - val_loss: 28.1269 - val_vae_accuracy: 0.9653 Epoch 1722/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.6194 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6424 - vae_accuracy: 0.9128 - val_loss: 28.0357 - val_vae_accuracy: 0.9653 Epoch 1723/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.7050 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6473 - vae_accuracy: 0.9128 - val_loss: 28.0359 - val_vae_accuracy: 0.9652 Epoch 1724/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.6735 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6451 - vae_accuracy: 0.9128 - val_loss: 28.2040 - val_vae_accuracy: 0.9651 Epoch 1725/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.6278 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6309 - vae_accuracy: 0.9129 - val_loss: 28.0064 - val_vae_accuracy: 0.9653 Epoch 1726/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.6377 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6315 - vae_accuracy: 0.9128 - val_loss: 28.1322 - val_vae_accuracy: 0.9652 Epoch 1727/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.5959 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.6236 - vae_accuracy: 0.9128 - val_loss: 28.0913 - val_vae_accuracy: 0.9654 Epoch 1728/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.5708 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6556 - vae_accuracy: 0.9128 - val_loss: 28.0150 - val_vae_accuracy: 0.9654 Epoch 1729/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.4868 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6235 - vae_accuracy: 0.9128 - val_loss: 27.9749 - val_vae_accuracy: 0.9653 Epoch 1730/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.4936 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6009 - vae_accuracy: 0.9128 - val_loss: 28.0874 - val_vae_accuracy: 0.9653 Epoch 1731/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.5686 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6398 - vae_accuracy: 0.9128 - val_loss: 28.2269 - val_vae_accuracy: 0.9651 Epoch 1732/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.7111 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6383 - vae_accuracy: 0.9127 - val_loss: 28.1287 - val_vae_accuracy: 0.9651 Epoch 1733/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.5950 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6527 - vae_accuracy: 0.9128 - val_loss: 28.0745 - val_vae_accuracy: 0.9653 Epoch 1734/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.7256 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6416 - vae_accuracy: 0.9128 - val_loss: 28.0587 - val_vae_accuracy: 0.9653 Epoch 1735/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.5182 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6338 - vae_accuracy: 0.9127 - val_loss: 28.1165 - val_vae_accuracy: 0.9653 Epoch 1736/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.4821 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6254 - vae_accuracy: 0.9128 - val_loss: 28.2695 - val_vae_accuracy: 0.9651 Epoch 1737/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.5446 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6410 - vae_accuracy: 0.9128 - val_loss: 28.1815 - val_vae_accuracy: 0.9651 Epoch 1738/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.5520 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6281 - vae_accuracy: 0.9127 - val_loss: 28.2125 - val_vae_accuracy: 0.9651 Epoch 1739/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.6093 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6666 - vae_accuracy: 0.9128 - val_loss: 28.0683 - val_vae_accuracy: 0.9653 Epoch 1740/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.6284 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6099 - vae_accuracy: 0.9128 - val_loss: 28.0707 - val_vae_accuracy: 0.9652 Epoch 1741/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.5979 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.6399 - vae_accuracy: 0.9128 - val_loss: 28.1802 - val_vae_accuracy: 0.9652 Epoch 1742/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.5972 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5993 - vae_accuracy: 0.9127 - val_loss: 28.0126 - val_vae_accuracy: 0.9652 Epoch 1743/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.5409 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6153 - vae_accuracy: 0.9127 - val_loss: 28.0197 - val_vae_accuracy: 0.9653 Epoch 1744/4000 14000/16000 [=========================>....] - ETA: 0s - loss: 28.5618 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.5951 - vae_accuracy: 0.9128 - val_loss: 27.9706 - val_vae_accuracy: 0.9653 Epoch 1745/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.7900 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 27.932125303480362 to: 27.90058771769206 saving models 16000/16000 [==============================] - 0s 14us/sample - loss: 28.6219 - vae_accuracy: 0.9128 - val_loss: 27.9006 - val_vae_accuracy: 0.9654 Epoch 1746/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.5562 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5867 - vae_accuracy: 0.9128 - val_loss: 27.9814 - val_vae_accuracy: 0.9653 Epoch 1747/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.5797 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6471 - vae_accuracy: 0.9127 - val_loss: 28.1192 - val_vae_accuracy: 0.9652 Epoch 1748/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.6254 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6241 - vae_accuracy: 0.9128 - val_loss: 28.0608 - val_vae_accuracy: 0.9653 Epoch 1749/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.6979 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6602 - vae_accuracy: 0.9127 - val_loss: 27.9859 - val_vae_accuracy: 0.9654 Epoch 1750/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.6087 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6258 - vae_accuracy: 0.9128 - val_loss: 28.0560 - val_vae_accuracy: 0.9652 Epoch 1751/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.6960 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6265 - vae_accuracy: 0.9127 - val_loss: 28.2061 - val_vae_accuracy: 0.9651 Epoch 1752/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.6014 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6231 - vae_accuracy: 0.9128 - val_loss: 28.1614 - val_vae_accuracy: 0.9651 Epoch 1753/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.7036 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6178 - vae_accuracy: 0.9128 - val_loss: 28.2087 - val_vae_accuracy: 0.9652 Epoch 1754/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.6760 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6487 - vae_accuracy: 0.9127 - val_loss: 28.2043 - val_vae_accuracy: 0.9650 Epoch 1755/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.7013 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6264 - vae_accuracy: 0.9128 - val_loss: 28.2573 - val_vae_accuracy: 0.9650 Epoch 1756/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 28.6058 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.6303 - vae_accuracy: 0.9127 - val_loss: 28.1669 - val_vae_accuracy: 0.9651 Epoch 1757/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.5942 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6240 - vae_accuracy: 0.9128 - val_loss: 28.2217 - val_vae_accuracy: 0.9650 Epoch 1758/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.5672 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6296 - vae_accuracy: 0.9128 - val_loss: 28.1446 - val_vae_accuracy: 0.9652 Epoch 1759/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.5672 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5976 - vae_accuracy: 0.9128 - val_loss: 28.1739 - val_vae_accuracy: 0.9651 Epoch 1760/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.7197 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6574 - vae_accuracy: 0.9127 - val_loss: 28.3482 - val_vae_accuracy: 0.9649 Epoch 1761/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.5276 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6380 - vae_accuracy: 0.9127 - val_loss: 28.2587 - val_vae_accuracy: 0.9650 Epoch 1762/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.5214 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6389 - vae_accuracy: 0.9128 - val_loss: 28.2408 - val_vae_accuracy: 0.9650 Epoch 1763/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.6037 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6326 - vae_accuracy: 0.9128 - val_loss: 28.0652 - val_vae_accuracy: 0.9653 Epoch 1764/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.5550 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6060 - vae_accuracy: 0.9128 - val_loss: 28.0221 - val_vae_accuracy: 0.9653 Epoch 1765/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.6326 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6370 - vae_accuracy: 0.9127 - val_loss: 27.9683 - val_vae_accuracy: 0.9656 Epoch 1766/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.6731 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6585 - vae_accuracy: 0.9128 - val_loss: 28.0562 - val_vae_accuracy: 0.9653 Epoch 1767/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.6620 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.6226 - vae_accuracy: 0.9128 - val_loss: 28.1263 - val_vae_accuracy: 0.9652 Epoch 1768/4000 14000/16000 [=========================>....] - ETA: 0s - loss: 28.6711 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6459 - vae_accuracy: 0.9128 - val_loss: 27.9534 - val_vae_accuracy: 0.9655 Epoch 1769/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.6014 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6043 - vae_accuracy: 0.9128 - val_loss: 28.0751 - val_vae_accuracy: 0.9652 Epoch 1770/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.5716 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6284 - vae_accuracy: 0.9128 - val_loss: 27.9382 - val_vae_accuracy: 0.9654 Epoch 1771/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.6633 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6398 - vae_accuracy: 0.9128 - val_loss: 28.1661 - val_vae_accuracy: 0.9650 Epoch 1772/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.7457 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6384 - vae_accuracy: 0.9127 - val_loss: 27.9421 - val_vae_accuracy: 0.9653 Epoch 1773/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.6426 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6318 - vae_accuracy: 0.9128 - val_loss: 28.0671 - val_vae_accuracy: 0.9653 Epoch 1774/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.6453 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6337 - vae_accuracy: 0.9128 - val_loss: 27.9505 - val_vae_accuracy: 0.9654 Epoch 1775/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.5779 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5948 - vae_accuracy: 0.9127 - val_loss: 28.0064 - val_vae_accuracy: 0.9652 Epoch 1776/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.5793 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6016 - vae_accuracy: 0.9128 - val_loss: 28.0716 - val_vae_accuracy: 0.9653 Epoch 1777/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.5620 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5947 - vae_accuracy: 0.9128 - val_loss: 27.9670 - val_vae_accuracy: 0.9654 Epoch 1778/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.7471 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6453 - vae_accuracy: 0.9128 - val_loss: 28.1351 - val_vae_accuracy: 0.9651 Epoch 1779/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.6612 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6113 - vae_accuracy: 0.9129 - val_loss: 28.1196 - val_vae_accuracy: 0.9651 Epoch 1780/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.5208 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6289 - vae_accuracy: 0.9128 - val_loss: 28.0660 - val_vae_accuracy: 0.9653 Epoch 1781/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.7367 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6472 - vae_accuracy: 0.9128 - val_loss: 28.0978 - val_vae_accuracy: 0.9653 Epoch 1782/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.6694 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6181 - vae_accuracy: 0.9128 - val_loss: 28.1031 - val_vae_accuracy: 0.9652 Epoch 1783/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.6113 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6546 - vae_accuracy: 0.9127 - val_loss: 28.1158 - val_vae_accuracy: 0.9652 Epoch 1784/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.6220 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6201 - vae_accuracy: 0.9128 - val_loss: 28.0031 - val_vae_accuracy: 0.9653 Epoch 1785/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.4819 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5859 - vae_accuracy: 0.9128 - val_loss: 28.0584 - val_vae_accuracy: 0.9652 Epoch 1786/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.6784 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6465 - vae_accuracy: 0.9128 - val_loss: 28.0869 - val_vae_accuracy: 0.9652 Epoch 1787/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.7044 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6500 - vae_accuracy: 0.9127 - val_loss: 28.1076 - val_vae_accuracy: 0.9652 Epoch 1788/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.5037 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6198 - vae_accuracy: 0.9129 - val_loss: 28.0196 - val_vae_accuracy: 0.9654 Epoch 1789/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.5673 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6234 - vae_accuracy: 0.9128 - val_loss: 28.1239 - val_vae_accuracy: 0.9651 Epoch 1790/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.5682 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6225 - vae_accuracy: 0.9128 - val_loss: 28.0612 - val_vae_accuracy: 0.9653 Epoch 1791/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.5702 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6309 - vae_accuracy: 0.9128 - val_loss: 28.1911 - val_vae_accuracy: 0.9650 Epoch 1792/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.5548 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6227 - vae_accuracy: 0.9129 - val_loss: 28.0749 - val_vae_accuracy: 0.9653 Epoch 1793/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.5540 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6186 - vae_accuracy: 0.9128 - val_loss: 28.1360 - val_vae_accuracy: 0.9652 Epoch 1794/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.6179 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6301 - vae_accuracy: 0.9128 - val_loss: 28.1115 - val_vae_accuracy: 0.9652 Epoch 1795/4000 14000/16000 [=========================>....] - ETA: 0s - loss: 28.7092 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.6339 - vae_accuracy: 0.9127 - val_loss: 28.1110 - val_vae_accuracy: 0.9652 Epoch 1796/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.6635 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6628 - vae_accuracy: 0.9127 - val_loss: 28.2206 - val_vae_accuracy: 0.9651 Epoch 1797/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.6414 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6259 - vae_accuracy: 0.9128 - val_loss: 28.1460 - val_vae_accuracy: 0.9651 Epoch 1798/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.6067 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6443 - vae_accuracy: 0.9128 - val_loss: 28.1286 - val_vae_accuracy: 0.9652 Epoch 1799/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.5405 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6192 - vae_accuracy: 0.9129 - val_loss: 27.9066 - val_vae_accuracy: 0.9656 Epoch 1800/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.5173 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6387 - vae_accuracy: 0.9128 - val_loss: 28.1051 - val_vae_accuracy: 0.9653 Epoch 1801/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.5755 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6572 - vae_accuracy: 0.9128 - val_loss: 28.0408 - val_vae_accuracy: 0.9656 Epoch 1802/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.6124 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6372 - vae_accuracy: 0.9129 - val_loss: 27.9669 - val_vae_accuracy: 0.9656 Epoch 1803/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.5010 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5964 - vae_accuracy: 0.9128 - val_loss: 28.2580 - val_vae_accuracy: 0.9650 Epoch 1804/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.6342 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6117 - vae_accuracy: 0.9128 - val_loss: 28.2412 - val_vae_accuracy: 0.9650 Epoch 1805/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.4714 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5948 - vae_accuracy: 0.9128 - val_loss: 27.9666 - val_vae_accuracy: 0.9654 Epoch 1806/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.5498 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6131 - vae_accuracy: 0.9128 - val_loss: 28.0655 - val_vae_accuracy: 0.9653 Epoch 1807/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.6451 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6317 - vae_accuracy: 0.9128 - val_loss: 28.1783 - val_vae_accuracy: 0.9652 Epoch 1808/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.6738 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6451 - vae_accuracy: 0.9128 - val_loss: 28.0426 - val_vae_accuracy: 0.9653 Epoch 1809/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.6437 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6133 - vae_accuracy: 0.9127 - val_loss: 27.9750 - val_vae_accuracy: 0.9654 Epoch 1810/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.5710 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6154 - vae_accuracy: 0.9128 - val_loss: 28.0357 - val_vae_accuracy: 0.9653 Epoch 1811/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.6270 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6213 - vae_accuracy: 0.9128 - val_loss: 28.1851 - val_vae_accuracy: 0.9650 Epoch 1812/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.6213 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5755 - vae_accuracy: 0.9128 - val_loss: 28.1928 - val_vae_accuracy: 0.9651 Epoch 1813/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.6152 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6535 - vae_accuracy: 0.9127 - val_loss: 28.2023 - val_vae_accuracy: 0.9650 Epoch 1814/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.6479 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6077 - vae_accuracy: 0.9128 - val_loss: 28.1095 - val_vae_accuracy: 0.9654 Epoch 1815/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.6479 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5945 - vae_accuracy: 0.9129 - val_loss: 28.0799 - val_vae_accuracy: 0.9653 Epoch 1816/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.5189 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6150 - vae_accuracy: 0.9128 - val_loss: 28.1089 - val_vae_accuracy: 0.9652 Epoch 1817/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.7157 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6465 - vae_accuracy: 0.9127 - val_loss: 28.0934 - val_vae_accuracy: 0.9652 Epoch 1818/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.6893 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6407 - vae_accuracy: 0.9128 - val_loss: 28.0973 - val_vae_accuracy: 0.9652 Epoch 1819/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.5123 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6318 - vae_accuracy: 0.9128 - val_loss: 28.0649 - val_vae_accuracy: 0.9653 Epoch 1820/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.6406 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6316 - vae_accuracy: 0.9128 - val_loss: 28.2421 - val_vae_accuracy: 0.9649 Epoch 1821/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.8373 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6185 - vae_accuracy: 0.9127 - val_loss: 28.0921 - val_vae_accuracy: 0.9652 Epoch 1822/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.5539 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6370 - vae_accuracy: 0.9127 - val_loss: 28.0116 - val_vae_accuracy: 0.9654 Epoch 1823/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.7077 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6150 - vae_accuracy: 0.9128 - val_loss: 28.0565 - val_vae_accuracy: 0.9652 Epoch 1824/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.4692 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6464 - vae_accuracy: 0.9128 - val_loss: 28.1687 - val_vae_accuracy: 0.9652 Epoch 1825/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.5408 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6236 - vae_accuracy: 0.9128 - val_loss: 28.1826 - val_vae_accuracy: 0.9650 Epoch 1826/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.5583 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6797 - vae_accuracy: 0.9127 - val_loss: 27.9593 - val_vae_accuracy: 0.9654 Epoch 1827/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.4736 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6064 - vae_accuracy: 0.9128 - val_loss: 28.0939 - val_vae_accuracy: 0.9652 Epoch 1828/4000 11500/16000 [====================>.........] - ETA: 0s - loss: 28.6318 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6262 - vae_accuracy: 0.9127 - val_loss: 27.9817 - val_vae_accuracy: 0.9654 Epoch 1829/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.6613 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6383 - vae_accuracy: 0.9128 - val_loss: 28.2702 - val_vae_accuracy: 0.9653 Epoch 1830/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.6233 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6342 - vae_accuracy: 0.9128 - val_loss: 28.1786 - val_vae_accuracy: 0.9652 Epoch 1831/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.6513 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6216 - vae_accuracy: 0.9128 - val_loss: 28.0022 - val_vae_accuracy: 0.9654 Epoch 1832/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.5679 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6107 - vae_accuracy: 0.9129 - val_loss: 27.9362 - val_vae_accuracy: 0.9656 Epoch 1833/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.5752 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6166 - vae_accuracy: 0.9128 - val_loss: 28.1754 - val_vae_accuracy: 0.9652 Epoch 1834/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.6607 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6410 - vae_accuracy: 0.9127 - val_loss: 28.0969 - val_vae_accuracy: 0.9653 Epoch 1835/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.6778 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5913 - vae_accuracy: 0.9128 - val_loss: 28.0651 - val_vae_accuracy: 0.9653 Epoch 1836/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.5725 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6086 - vae_accuracy: 0.9128 - val_loss: 28.2170 - val_vae_accuracy: 0.9650 Epoch 1837/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.6974 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6351 - vae_accuracy: 0.9128 - val_loss: 28.0891 - val_vae_accuracy: 0.9653 Epoch 1838/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.7445 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5964 - vae_accuracy: 0.9128 - val_loss: 27.9623 - val_vae_accuracy: 0.9653 Epoch 1839/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.6389 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6197 - vae_accuracy: 0.9128 - val_loss: 28.0051 - val_vae_accuracy: 0.9654 Epoch 1840/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.5229 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5614 - vae_accuracy: 0.9128 - val_loss: 28.0180 - val_vae_accuracy: 0.9653 Epoch 1841/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.6723 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6321 - vae_accuracy: 0.9127 - val_loss: 28.1039 - val_vae_accuracy: 0.9651 Epoch 1842/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.7297 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6206 - vae_accuracy: 0.9128 - val_loss: 28.0195 - val_vae_accuracy: 0.9654 Epoch 1843/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.6448 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6224 - vae_accuracy: 0.9128 - val_loss: 27.9664 - val_vae_accuracy: 0.9655 Epoch 1844/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.6558 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6124 - vae_accuracy: 0.9127 - val_loss: 28.0001 - val_vae_accuracy: 0.9655 Epoch 1845/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.6078 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6486 - vae_accuracy: 0.9127 - val_loss: 27.9357 - val_vae_accuracy: 0.9655 Epoch 1846/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.5806 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6589 - vae_accuracy: 0.9129 - val_loss: 27.9672 - val_vae_accuracy: 0.9654 Epoch 1847/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.6812 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6187 - vae_accuracy: 0.9128 - val_loss: 28.2358 - val_vae_accuracy: 0.9649 Epoch 1848/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.6393 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.6194 - vae_accuracy: 0.9127 - val_loss: 28.0569 - val_vae_accuracy: 0.9653 Epoch 1849/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.6349 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6004 - vae_accuracy: 0.9128 - val_loss: 28.1213 - val_vae_accuracy: 0.9652 Epoch 1850/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.6809 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6291 - vae_accuracy: 0.9128 - val_loss: 28.1371 - val_vae_accuracy: 0.9653 Epoch 1851/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.5634 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6205 - vae_accuracy: 0.9128 - val_loss: 28.0140 - val_vae_accuracy: 0.9655 Epoch 1852/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.6142 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6291 - vae_accuracy: 0.9128 - val_loss: 28.1536 - val_vae_accuracy: 0.9652 Epoch 1853/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.5819 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6357 - vae_accuracy: 0.9128 - val_loss: 28.1034 - val_vae_accuracy: 0.9653 Epoch 1854/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.7417 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6196 - vae_accuracy: 0.9128 - val_loss: 28.1974 - val_vae_accuracy: 0.9652 Epoch 1855/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.6068 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6358 - vae_accuracy: 0.9128 - val_loss: 28.2413 - val_vae_accuracy: 0.9651 Epoch 1856/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.6803 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6140 - vae_accuracy: 0.9128 - val_loss: 28.0289 - val_vae_accuracy: 0.9652 Epoch 1857/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.5359 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6461 - vae_accuracy: 0.9128 - val_loss: 28.0651 - val_vae_accuracy: 0.9654 Epoch 1858/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.7424 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6112 - vae_accuracy: 0.9128 - val_loss: 28.1128 - val_vae_accuracy: 0.9651 Epoch 1859/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.6248 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6239 - vae_accuracy: 0.9127 - val_loss: 28.0811 - val_vae_accuracy: 0.9652 Epoch 1860/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.6046 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6412 - vae_accuracy: 0.9128 - val_loss: 28.1178 - val_vae_accuracy: 0.9653 Epoch 1861/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.6578 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6180 - vae_accuracy: 0.9128 - val_loss: 28.1713 - val_vae_accuracy: 0.9651 Epoch 1862/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.6527 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5979 - vae_accuracy: 0.9128 - val_loss: 28.0369 - val_vae_accuracy: 0.9653 Epoch 1863/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.6652 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6522 - vae_accuracy: 0.9128 - val_loss: 27.9437 - val_vae_accuracy: 0.9655 Epoch 1864/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.6470 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6118 - vae_accuracy: 0.9128 - val_loss: 28.0631 - val_vae_accuracy: 0.9652 Epoch 1865/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.4788 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6146 - vae_accuracy: 0.9128 - val_loss: 27.9944 - val_vae_accuracy: 0.9653 Epoch 1866/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.6138 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6023 - vae_accuracy: 0.9128 - val_loss: 28.1110 - val_vae_accuracy: 0.9652 Epoch 1867/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.6162 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6175 - vae_accuracy: 0.9127 - val_loss: 28.1314 - val_vae_accuracy: 0.9652 Epoch 1868/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.6856 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6136 - vae_accuracy: 0.9128 - val_loss: 28.1128 - val_vae_accuracy: 0.9652 Epoch 1869/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.6738 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5688 - vae_accuracy: 0.9128 - val_loss: 28.0223 - val_vae_accuracy: 0.9653 Epoch 1870/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.6081 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6148 - vae_accuracy: 0.9128 - val_loss: 27.9340 - val_vae_accuracy: 0.9655 Epoch 1871/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.6641 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6320 - vae_accuracy: 0.9128 - val_loss: 28.0192 - val_vae_accuracy: 0.9654 Epoch 1872/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.7032 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5861 - vae_accuracy: 0.9128 - val_loss: 28.0554 - val_vae_accuracy: 0.9654 Epoch 1873/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.4994 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6189 - vae_accuracy: 0.9128 - val_loss: 28.0975 - val_vae_accuracy: 0.9652 Epoch 1874/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.6880 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6032 - vae_accuracy: 0.9128 - val_loss: 28.1160 - val_vae_accuracy: 0.9651 Epoch 1875/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.6294 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6419 - vae_accuracy: 0.9127 - val_loss: 28.1174 - val_vae_accuracy: 0.9652 Epoch 1876/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.4986 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6170 - vae_accuracy: 0.9128 - val_loss: 28.1814 - val_vae_accuracy: 0.9652 Epoch 1877/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.5869 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6012 - vae_accuracy: 0.9128 - val_loss: 28.2084 - val_vae_accuracy: 0.9651 Epoch 1878/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.5937 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6219 - vae_accuracy: 0.9127 - val_loss: 28.0664 - val_vae_accuracy: 0.9653 Epoch 1879/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.6940 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6173 - vae_accuracy: 0.9128 - val_loss: 28.1414 - val_vae_accuracy: 0.9651 Epoch 1880/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.6735 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6281 - vae_accuracy: 0.9128 - val_loss: 28.1915 - val_vae_accuracy: 0.9652 Epoch 1881/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.6769 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5884 - vae_accuracy: 0.9128 - val_loss: 28.2369 - val_vae_accuracy: 0.9650 Epoch 1882/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.6952 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6436 - vae_accuracy: 0.9128 - val_loss: 28.0477 - val_vae_accuracy: 0.9654 Epoch 1883/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.6835 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6355 - vae_accuracy: 0.9128 - val_loss: 28.1933 - val_vae_accuracy: 0.9651 Epoch 1884/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.6348 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6143 - vae_accuracy: 0.9128 - val_loss: 28.1113 - val_vae_accuracy: 0.9652 Epoch 1885/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.6310 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6201 - vae_accuracy: 0.9128 - val_loss: 28.1207 - val_vae_accuracy: 0.9652 Epoch 1886/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.6578 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6089 - vae_accuracy: 0.9128 - val_loss: 28.1485 - val_vae_accuracy: 0.9652 Epoch 1887/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.5504 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6231 - vae_accuracy: 0.9128 - val_loss: 27.9550 - val_vae_accuracy: 0.9654 Epoch 1888/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.6799 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6255 - vae_accuracy: 0.9128 - val_loss: 28.1140 - val_vae_accuracy: 0.9651 Epoch 1889/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.6667 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6012 - vae_accuracy: 0.9129 - val_loss: 28.1934 - val_vae_accuracy: 0.9651 Epoch 1890/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.5515 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6215 - vae_accuracy: 0.9128 - val_loss: 28.0393 - val_vae_accuracy: 0.9653 Epoch 1891/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.5336 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6080 - vae_accuracy: 0.9128 - val_loss: 28.0789 - val_vae_accuracy: 0.9652 Epoch 1892/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.5114 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5950 - vae_accuracy: 0.9128 - val_loss: 28.1280 - val_vae_accuracy: 0.9651 Epoch 1893/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.8286 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6196 - vae_accuracy: 0.9128 - val_loss: 27.9817 - val_vae_accuracy: 0.9653 Epoch 1894/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.6260 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6007 - vae_accuracy: 0.9127 - val_loss: 28.1049 - val_vae_accuracy: 0.9652 Epoch 1895/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.7004 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6257 - vae_accuracy: 0.9128 - val_loss: 28.1387 - val_vae_accuracy: 0.9651 Epoch 1896/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.6717 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6085 - vae_accuracy: 0.9128 - val_loss: 28.0706 - val_vae_accuracy: 0.9653 Epoch 1897/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.5998 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6196 - vae_accuracy: 0.9128 - val_loss: 28.0508 - val_vae_accuracy: 0.9652 Epoch 1898/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.6158 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.6277 - vae_accuracy: 0.9128 - val_loss: 28.1619 - val_vae_accuracy: 0.9653 Epoch 1899/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.7168 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6043 - vae_accuracy: 0.9128 - val_loss: 28.1482 - val_vae_accuracy: 0.9652 Epoch 1900/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.4615 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6016 - vae_accuracy: 0.9128 - val_loss: 27.9349 - val_vae_accuracy: 0.9654 Epoch 1901/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.6311 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6145 - vae_accuracy: 0.9128 - val_loss: 28.0970 - val_vae_accuracy: 0.9652 Epoch 1902/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.6681 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6524 - vae_accuracy: 0.9128 - val_loss: 28.1428 - val_vae_accuracy: 0.9652 Epoch 1903/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.6438 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6188 - vae_accuracy: 0.9128 - val_loss: 28.1657 - val_vae_accuracy: 0.9652 Epoch 1904/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.6789 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6243 - vae_accuracy: 0.9127 - val_loss: 28.1177 - val_vae_accuracy: 0.9651 Epoch 1905/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.5989 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5880 - vae_accuracy: 0.9128 - val_loss: 28.0399 - val_vae_accuracy: 0.9652 Epoch 1906/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.6561 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6561 - vae_accuracy: 0.9127 - val_loss: 28.1169 - val_vae_accuracy: 0.9653 Epoch 1907/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.6468 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6249 - vae_accuracy: 0.9128 - val_loss: 28.1375 - val_vae_accuracy: 0.9652 Epoch 1908/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.5933 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5933 - vae_accuracy: 0.9128 - val_loss: 28.1682 - val_vae_accuracy: 0.9652 Epoch 1909/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.6376 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6376 - vae_accuracy: 0.9127 - val_loss: 28.1741 - val_vae_accuracy: 0.9649 Epoch 1910/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.8355 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6458 - vae_accuracy: 0.9127 - val_loss: 28.0912 - val_vae_accuracy: 0.9651 Epoch 1911/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.5773 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6113 - vae_accuracy: 0.9128 - val_loss: 28.0541 - val_vae_accuracy: 0.9654 Epoch 1912/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.5083 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5991 - vae_accuracy: 0.9128 - val_loss: 28.0981 - val_vae_accuracy: 0.9652 Epoch 1913/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.6185 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6185 - vae_accuracy: 0.9128 - val_loss: 27.9388 - val_vae_accuracy: 0.9656 Epoch 1914/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.5779 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6181 - vae_accuracy: 0.9128 - val_loss: 28.0668 - val_vae_accuracy: 0.9653 Epoch 1915/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.6150 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6260 - vae_accuracy: 0.9128 - val_loss: 28.0909 - val_vae_accuracy: 0.9653 Epoch 1916/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.7040 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6508 - vae_accuracy: 0.9128 - val_loss: 28.1618 - val_vae_accuracy: 0.9651 Epoch 1917/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.6581 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.6242 - vae_accuracy: 0.9127 - val_loss: 28.0608 - val_vae_accuracy: 0.9653 Epoch 1918/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.6021 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5906 - vae_accuracy: 0.9128 - val_loss: 28.0744 - val_vae_accuracy: 0.9653 Epoch 1919/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.5782 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6256 - vae_accuracy: 0.9128 - val_loss: 28.1494 - val_vae_accuracy: 0.9652 Epoch 1920/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.6128 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6310 - vae_accuracy: 0.9128 - val_loss: 28.2171 - val_vae_accuracy: 0.9650 Epoch 1921/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.7258 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6045 - vae_accuracy: 0.9128 - val_loss: 28.1322 - val_vae_accuracy: 0.9652 Epoch 1922/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.6473 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5984 - vae_accuracy: 0.9128 - val_loss: 28.0862 - val_vae_accuracy: 0.9652 Epoch 1923/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.5732 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5895 - vae_accuracy: 0.9127 - val_loss: 27.9973 - val_vae_accuracy: 0.9653 Epoch 1924/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.6530 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6053 - vae_accuracy: 0.9128 - val_loss: 28.1090 - val_vae_accuracy: 0.9652 Epoch 1925/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.6891 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6300 - vae_accuracy: 0.9128 - val_loss: 28.1562 - val_vae_accuracy: 0.9652 Epoch 1926/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.6273 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.6310 - vae_accuracy: 0.9127 - val_loss: 28.1505 - val_vae_accuracy: 0.9650 Epoch 1927/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.6199 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6101 - vae_accuracy: 0.9127 - val_loss: 28.1876 - val_vae_accuracy: 0.9650 Epoch 1928/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.6964 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6272 - vae_accuracy: 0.9128 - val_loss: 28.1444 - val_vae_accuracy: 0.9652 Epoch 1929/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.6464 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6236 - vae_accuracy: 0.9128 - val_loss: 28.1656 - val_vae_accuracy: 0.9652 Epoch 1930/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.6300 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6300 - vae_accuracy: 0.9128 - val_loss: 28.0180 - val_vae_accuracy: 0.9654 Epoch 1931/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.5543 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5832 - vae_accuracy: 0.9129 - val_loss: 27.9764 - val_vae_accuracy: 0.9653 Epoch 1932/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.5615 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5961 - vae_accuracy: 0.9128 - val_loss: 28.0449 - val_vae_accuracy: 0.9653 Epoch 1933/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.6832 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6152 - vae_accuracy: 0.9128 - val_loss: 28.1267 - val_vae_accuracy: 0.9652 Epoch 1934/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.6041 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5867 - vae_accuracy: 0.9129 - val_loss: 28.1077 - val_vae_accuracy: 0.9654 Epoch 1935/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.4951 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6149 - vae_accuracy: 0.9129 - val_loss: 27.9244 - val_vae_accuracy: 0.9656 Epoch 1936/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.6193 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6341 - vae_accuracy: 0.9128 - val_loss: 28.0801 - val_vae_accuracy: 0.9653 Epoch 1937/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.6185 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.6149 - vae_accuracy: 0.9128 - val_loss: 28.1734 - val_vae_accuracy: 0.9651 Epoch 1938/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.5171 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5995 - vae_accuracy: 0.9128 - val_loss: 28.0731 - val_vae_accuracy: 0.9652 Epoch 1939/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.6056 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5959 - vae_accuracy: 0.9128 - val_loss: 28.1008 - val_vae_accuracy: 0.9652 Epoch 1940/4000 15100/16000 [===========================>..] - ETA: 0s - loss: 28.5955 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.6122 - vae_accuracy: 0.9128 - val_loss: 28.1576 - val_vae_accuracy: 0.9651 Epoch 1941/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.6071 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6007 - vae_accuracy: 0.9128 - val_loss: 27.9843 - val_vae_accuracy: 0.9653 Epoch 1942/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.6901 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5948 - vae_accuracy: 0.9128 - val_loss: 28.1462 - val_vae_accuracy: 0.9650 Epoch 1943/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.5386 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5929 - vae_accuracy: 0.9128 - val_loss: 28.1183 - val_vae_accuracy: 0.9651 Epoch 1944/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.5530 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5959 - vae_accuracy: 0.9128 - val_loss: 27.9952 - val_vae_accuracy: 0.9653 Epoch 1945/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.6562 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5740 - vae_accuracy: 0.9128 - val_loss: 28.0694 - val_vae_accuracy: 0.9651 Epoch 1946/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.5816 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5942 - vae_accuracy: 0.9129 - val_loss: 28.0946 - val_vae_accuracy: 0.9652 Epoch 1947/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.5550 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6133 - vae_accuracy: 0.9128 - val_loss: 28.0194 - val_vae_accuracy: 0.9653 Epoch 1948/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.5557 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5930 - vae_accuracy: 0.9129 - val_loss: 28.0805 - val_vae_accuracy: 0.9652 Epoch 1949/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.5492 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6035 - vae_accuracy: 0.9128 - val_loss: 28.1564 - val_vae_accuracy: 0.9650 Epoch 1950/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.6742 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5950 - vae_accuracy: 0.9128 - val_loss: 28.0328 - val_vae_accuracy: 0.9653 Epoch 1951/4000 14500/16000 [==========================>...] - ETA: 0s - loss: 28.6785 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.6236 - vae_accuracy: 0.9127 - val_loss: 28.0817 - val_vae_accuracy: 0.9653 Epoch 1952/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.6272 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.6231 - vae_accuracy: 0.9128 - val_loss: 27.9437 - val_vae_accuracy: 0.9654 Epoch 1953/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.5312 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.5747 - vae_accuracy: 0.9128 - val_loss: 28.0313 - val_vae_accuracy: 0.9653 Epoch 1954/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.5761 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6176 - vae_accuracy: 0.9127 - val_loss: 28.0266 - val_vae_accuracy: 0.9653 Epoch 1955/4000 14500/16000 [==========================>...] - ETA: 0s - loss: 28.6632 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.6588 - vae_accuracy: 0.9128 - val_loss: 28.0575 - val_vae_accuracy: 0.9653 Epoch 1956/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.5982 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.5877 - vae_accuracy: 0.9128 - val_loss: 27.9862 - val_vae_accuracy: 0.9653 Epoch 1957/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.6251 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6194 - vae_accuracy: 0.9128 - val_loss: 28.0103 - val_vae_accuracy: 0.9653 Epoch 1958/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.7237 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6239 - vae_accuracy: 0.9128 - val_loss: 28.1390 - val_vae_accuracy: 0.9652 Epoch 1959/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.6941 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6074 - vae_accuracy: 0.9128 - val_loss: 27.9605 - val_vae_accuracy: 0.9654 Epoch 1960/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.6756 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.6192 - vae_accuracy: 0.9128 - val_loss: 28.0474 - val_vae_accuracy: 0.9652 Epoch 1961/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.6080 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6280 - vae_accuracy: 0.9128 - val_loss: 28.0199 - val_vae_accuracy: 0.9652 Epoch 1962/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.6730 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.6225 - vae_accuracy: 0.9127 - val_loss: 28.1116 - val_vae_accuracy: 0.9652 Epoch 1963/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.6853 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5805 - vae_accuracy: 0.9129 - val_loss: 28.1258 - val_vae_accuracy: 0.9651 Epoch 1964/4000 14000/16000 [=========================>....] - ETA: 0s - loss: 28.6377 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.6090 - vae_accuracy: 0.9128 - val_loss: 28.1840 - val_vae_accuracy: 0.9650 Epoch 1965/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.6543 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6147 - vae_accuracy: 0.9128 - val_loss: 28.0873 - val_vae_accuracy: 0.9651 Epoch 1966/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.7189 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6453 - vae_accuracy: 0.9127 - val_loss: 28.1694 - val_vae_accuracy: 0.9651 Epoch 1967/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.6070 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.6404 - vae_accuracy: 0.9128 - val_loss: 28.0662 - val_vae_accuracy: 0.9651 Epoch 1968/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.6131 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5829 - vae_accuracy: 0.9128 - val_loss: 28.1663 - val_vae_accuracy: 0.9649 Epoch 1969/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.6169 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6120 - vae_accuracy: 0.9127 - val_loss: 27.9709 - val_vae_accuracy: 0.9654 Epoch 1970/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.6699 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.6099 - vae_accuracy: 0.9128 - val_loss: 28.0534 - val_vae_accuracy: 0.9653 Epoch 1971/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.6923 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.6587 - vae_accuracy: 0.9128 - val_loss: 28.0190 - val_vae_accuracy: 0.9655 Epoch 1972/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.6795 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.6081 - vae_accuracy: 0.9129 - val_loss: 28.1340 - val_vae_accuracy: 0.9652 Epoch 1973/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.6670 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5950 - vae_accuracy: 0.9128 - val_loss: 28.1042 - val_vae_accuracy: 0.9651 Epoch 1974/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.5337 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.6605 - vae_accuracy: 0.9128 - val_loss: 28.1847 - val_vae_accuracy: 0.9650 Epoch 1975/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.6134 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6396 - vae_accuracy: 0.9128 - val_loss: 27.9916 - val_vae_accuracy: 0.9654 Epoch 1976/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.5403 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6058 - vae_accuracy: 0.9128 - val_loss: 28.1144 - val_vae_accuracy: 0.9651 Epoch 1977/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.6567 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6173 - vae_accuracy: 0.9128 - val_loss: 28.0431 - val_vae_accuracy: 0.9653 Epoch 1978/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.7057 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5970 - vae_accuracy: 0.9128 - val_loss: 28.1616 - val_vae_accuracy: 0.9653 Epoch 1979/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.6635 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.6347 - vae_accuracy: 0.9128 - val_loss: 28.1969 - val_vae_accuracy: 0.9649 Epoch 1980/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.6357 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6425 - vae_accuracy: 0.9128 - val_loss: 28.1249 - val_vae_accuracy: 0.9652 Epoch 1981/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.6263 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6293 - vae_accuracy: 0.9128 - val_loss: 28.1382 - val_vae_accuracy: 0.9651 Epoch 1982/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.6460 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6350 - vae_accuracy: 0.9127 - val_loss: 28.0951 - val_vae_accuracy: 0.9652 Epoch 1983/4000 14000/16000 [=========================>....] - ETA: 0s - loss: 28.6079 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.6294 - vae_accuracy: 0.9128 - val_loss: 28.0956 - val_vae_accuracy: 0.9654 Epoch 1984/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.5479 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.5960 - vae_accuracy: 0.9128 - val_loss: 27.9636 - val_vae_accuracy: 0.9653 Epoch 1985/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.6593 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.5896 - vae_accuracy: 0.9128 - val_loss: 28.0093 - val_vae_accuracy: 0.9653 Epoch 1986/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.7254 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6471 - vae_accuracy: 0.9128 - val_loss: 28.0278 - val_vae_accuracy: 0.9653 Epoch 1987/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.7021 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6347 - vae_accuracy: 0.9128 - val_loss: 28.0359 - val_vae_accuracy: 0.9652 Epoch 1988/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.6791 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.6142 - vae_accuracy: 0.9128 - val_loss: 28.1292 - val_vae_accuracy: 0.9652 Epoch 1989/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.6109 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.6311 - vae_accuracy: 0.9129 - val_loss: 28.0032 - val_vae_accuracy: 0.9654 Epoch 1990/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.6587 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.6077 - vae_accuracy: 0.9128 - val_loss: 28.0656 - val_vae_accuracy: 0.9654 Epoch 1991/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.5867 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.5919 - vae_accuracy: 0.9128 - val_loss: 27.9875 - val_vae_accuracy: 0.9654 Epoch 1992/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.6385 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.6401 - vae_accuracy: 0.9128 - val_loss: 28.0542 - val_vae_accuracy: 0.9653 Epoch 1993/4000 14000/16000 [=========================>....] - ETA: 0s - loss: 28.7610 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.6386 - vae_accuracy: 0.9128 - val_loss: 28.1233 - val_vae_accuracy: 0.9652 Epoch 1994/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.6324 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5877 - vae_accuracy: 0.9128 - val_loss: 28.2004 - val_vae_accuracy: 0.9651 Epoch 1995/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.4824 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.5887 - vae_accuracy: 0.9128 - val_loss: 28.0631 - val_vae_accuracy: 0.9653 Epoch 1996/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.5339 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.6065 - vae_accuracy: 0.9129 - val_loss: 28.0041 - val_vae_accuracy: 0.9655 Epoch 1997/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.6020 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6267 - vae_accuracy: 0.9127 - val_loss: 28.0227 - val_vae_accuracy: 0.9653 Epoch 1998/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.6562 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.6421 - vae_accuracy: 0.9128 - val_loss: 28.2334 - val_vae_accuracy: 0.9650 Epoch 1999/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.5929 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5896 - vae_accuracy: 0.9128 - val_loss: 28.0353 - val_vae_accuracy: 0.9652 Epoch 2000/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.6444 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6141 - vae_accuracy: 0.9128 - val_loss: 28.0660 - val_vae_accuracy: 0.9652 Epoch 2001/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.6595 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6180 - vae_accuracy: 0.9127 - val_loss: 27.9955 - val_vae_accuracy: 0.9653 Epoch 2002/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.5763 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6051 - vae_accuracy: 0.9128 - val_loss: 28.0453 - val_vae_accuracy: 0.9653 Epoch 2003/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.6264 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6096 - vae_accuracy: 0.9128 - val_loss: 28.1920 - val_vae_accuracy: 0.9650 Epoch 2004/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.6714 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6306 - vae_accuracy: 0.9128 - val_loss: 28.2002 - val_vae_accuracy: 0.9651 Epoch 2005/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.5724 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5982 - vae_accuracy: 0.9128 - val_loss: 28.1829 - val_vae_accuracy: 0.9650 Epoch 2006/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.7616 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6397 - vae_accuracy: 0.9128 - val_loss: 28.0123 - val_vae_accuracy: 0.9653 Epoch 2007/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.6025 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6112 - vae_accuracy: 0.9128 - val_loss: 28.1172 - val_vae_accuracy: 0.9652 Epoch 2008/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.6366 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6281 - vae_accuracy: 0.9128 - val_loss: 28.1596 - val_vae_accuracy: 0.9651 Epoch 2009/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.6194 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5922 - vae_accuracy: 0.9128 - val_loss: 28.0962 - val_vae_accuracy: 0.9653 Epoch 2010/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.6519 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6311 - vae_accuracy: 0.9128 - val_loss: 28.0586 - val_vae_accuracy: 0.9652 Epoch 2011/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.6621 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6383 - vae_accuracy: 0.9128 - val_loss: 28.0613 - val_vae_accuracy: 0.9654 Epoch 2012/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.6538 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6205 - vae_accuracy: 0.9129 - val_loss: 27.9907 - val_vae_accuracy: 0.9654 Epoch 2013/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.6334 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6334 - vae_accuracy: 0.9128 - val_loss: 28.0021 - val_vae_accuracy: 0.9653 Epoch 2014/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.6422 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5958 - vae_accuracy: 0.9128 - val_loss: 27.9460 - val_vae_accuracy: 0.9654 Epoch 2015/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.7509 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5971 - vae_accuracy: 0.9127 - val_loss: 28.0932 - val_vae_accuracy: 0.9652 Epoch 2016/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.6913 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5848 - vae_accuracy: 0.9128 - val_loss: 28.0746 - val_vae_accuracy: 0.9653 Epoch 2017/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.5317 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5970 - vae_accuracy: 0.9127 - val_loss: 27.9116 - val_vae_accuracy: 0.9654 Epoch 2018/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.6592 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6102 - vae_accuracy: 0.9128 - val_loss: 28.2023 - val_vae_accuracy: 0.9650 Epoch 2019/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.6062 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6482 - vae_accuracy: 0.9128 - val_loss: 28.0631 - val_vae_accuracy: 0.9652 Epoch 2020/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.7827 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6519 - vae_accuracy: 0.9127 - val_loss: 28.0465 - val_vae_accuracy: 0.9653 Epoch 2021/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.8206 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6471 - vae_accuracy: 0.9128 - val_loss: 27.9440 - val_vae_accuracy: 0.9654 Epoch 2022/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.6859 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6555 - vae_accuracy: 0.9128 - val_loss: 27.9742 - val_vae_accuracy: 0.9653 Epoch 2023/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.6225 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5933 - vae_accuracy: 0.9128 - val_loss: 28.0828 - val_vae_accuracy: 0.9653 Epoch 2024/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.6813 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6286 - vae_accuracy: 0.9128 - val_loss: 28.0720 - val_vae_accuracy: 0.9653 Epoch 2025/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.7172 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6209 - vae_accuracy: 0.9128 - val_loss: 28.1311 - val_vae_accuracy: 0.9650 Epoch 2026/4000 14000/16000 [=========================>....] - ETA: 0s - loss: 28.6229 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.6449 - vae_accuracy: 0.9128 - val_loss: 28.1005 - val_vae_accuracy: 0.9652 Epoch 2027/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.5810 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6138 - vae_accuracy: 0.9128 - val_loss: 28.1965 - val_vae_accuracy: 0.9652 Epoch 2028/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.5664 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6116 - vae_accuracy: 0.9129 - val_loss: 28.1997 - val_vae_accuracy: 0.9652 Epoch 2029/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.6826 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6068 - vae_accuracy: 0.9128 - val_loss: 28.0569 - val_vae_accuracy: 0.9653 Epoch 2030/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.5752 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6197 - vae_accuracy: 0.9128 - val_loss: 28.0209 - val_vae_accuracy: 0.9653 Epoch 2031/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.5207 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5818 - vae_accuracy: 0.9129 - val_loss: 28.0521 - val_vae_accuracy: 0.9653 Epoch 2032/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.5013 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6255 - vae_accuracy: 0.9128 - val_loss: 28.1377 - val_vae_accuracy: 0.9651 Epoch 2033/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.6117 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5995 - vae_accuracy: 0.9128 - val_loss: 27.9970 - val_vae_accuracy: 0.9652 Epoch 2034/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.6115 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5832 - vae_accuracy: 0.9128 - val_loss: 28.2087 - val_vae_accuracy: 0.9651 Epoch 2035/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.6577 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6635 - vae_accuracy: 0.9128 - val_loss: 28.1192 - val_vae_accuracy: 0.9653 Epoch 2036/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.6984 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6614 - vae_accuracy: 0.9128 - val_loss: 28.0842 - val_vae_accuracy: 0.9653 Epoch 2037/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.5534 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6401 - vae_accuracy: 0.9128 - val_loss: 28.3547 - val_vae_accuracy: 0.9649 Epoch 2038/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.6582 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5958 - vae_accuracy: 0.9129 - val_loss: 28.0234 - val_vae_accuracy: 0.9653 Epoch 2039/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.5833 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6042 - vae_accuracy: 0.9129 - val_loss: 28.0706 - val_vae_accuracy: 0.9653 Epoch 2040/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.5910 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6467 - vae_accuracy: 0.9128 - val_loss: 28.1286 - val_vae_accuracy: 0.9652 Epoch 2041/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.5617 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6253 - vae_accuracy: 0.9129 - val_loss: 28.2012 - val_vae_accuracy: 0.9650 Epoch 2042/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.6499 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6365 - vae_accuracy: 0.9127 - val_loss: 28.1870 - val_vae_accuracy: 0.9651 Epoch 2043/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.6076 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6016 - vae_accuracy: 0.9128 - val_loss: 28.2621 - val_vae_accuracy: 0.9651 Epoch 2044/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.7244 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6510 - vae_accuracy: 0.9127 - val_loss: 28.0637 - val_vae_accuracy: 0.9653 Epoch 2045/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.6754 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6158 - vae_accuracy: 0.9128 - val_loss: 28.0412 - val_vae_accuracy: 0.9652 Epoch 2046/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.5531 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5921 - vae_accuracy: 0.9127 - val_loss: 28.0751 - val_vae_accuracy: 0.9652 Epoch 2047/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.6671 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5643 - vae_accuracy: 0.9128 - val_loss: 28.1375 - val_vae_accuracy: 0.9651 Epoch 2048/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.5677 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5888 - vae_accuracy: 0.9128 - val_loss: 28.0109 - val_vae_accuracy: 0.9654 Epoch 2049/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.5747 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6149 - vae_accuracy: 0.9128 - val_loss: 28.1873 - val_vae_accuracy: 0.9650 Epoch 2050/4000 11700/16000 [====================>.........] - ETA: 0s - loss: 28.5627 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5860 - vae_accuracy: 0.9128 - val_loss: 28.0338 - val_vae_accuracy: 0.9653 Epoch 2051/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.4904 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5926 - vae_accuracy: 0.9128 - val_loss: 28.2474 - val_vae_accuracy: 0.9650 Epoch 2052/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.6577 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6323 - vae_accuracy: 0.9128 - val_loss: 28.1800 - val_vae_accuracy: 0.9651 Epoch 2053/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.6212 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.6415 - vae_accuracy: 0.9129 - val_loss: 27.9353 - val_vae_accuracy: 0.9655 Epoch 2054/4000 14700/16000 [==========================>...] - ETA: 0s - loss: 28.5879 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.6011 - vae_accuracy: 0.9128 - val_loss: 28.0703 - val_vae_accuracy: 0.9653 Epoch 2055/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.6172 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6267 - vae_accuracy: 0.9128 - val_loss: 28.1966 - val_vae_accuracy: 0.9652 Epoch 2056/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.6272 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6082 - vae_accuracy: 0.9128 - val_loss: 28.1587 - val_vae_accuracy: 0.9652 Epoch 2057/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.6096 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6093 - vae_accuracy: 0.9128 - val_loss: 28.0978 - val_vae_accuracy: 0.9653 Epoch 2058/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.5925 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.5933 - vae_accuracy: 0.9128 - val_loss: 28.0633 - val_vae_accuracy: 0.9654 Epoch 2059/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.7081 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5931 - vae_accuracy: 0.9128 - val_loss: 28.1764 - val_vae_accuracy: 0.9650 Epoch 2060/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.5603 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5815 - vae_accuracy: 0.9128 - val_loss: 28.2584 - val_vae_accuracy: 0.9650 Epoch 2061/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.7622 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5711 - vae_accuracy: 0.9128 - val_loss: 28.1646 - val_vae_accuracy: 0.9653 Epoch 2062/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.6925 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6232 - vae_accuracy: 0.9128 - val_loss: 28.1940 - val_vae_accuracy: 0.9651 Epoch 2063/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.5795 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.6119 - vae_accuracy: 0.9128 - val_loss: 28.0920 - val_vae_accuracy: 0.9653 Epoch 2064/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.6123 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6154 - vae_accuracy: 0.9128 - val_loss: 28.1875 - val_vae_accuracy: 0.9650 Epoch 2065/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.6058 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.5850 - vae_accuracy: 0.9128 - val_loss: 28.1206 - val_vae_accuracy: 0.9652 Epoch 2066/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.5495 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5944 - vae_accuracy: 0.9128 - val_loss: 27.9594 - val_vae_accuracy: 0.9653 Epoch 2067/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.3258 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5960 - vae_accuracy: 0.9128 - val_loss: 27.9580 - val_vae_accuracy: 0.9653 Epoch 2068/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.5948 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5914 - vae_accuracy: 0.9128 - val_loss: 28.0296 - val_vae_accuracy: 0.9653 Epoch 2069/4000 11900/16000 [=====================>........] - ETA: 0s - loss: 28.5301 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6126 - vae_accuracy: 0.9128 - val_loss: 28.1764 - val_vae_accuracy: 0.9651 Epoch 2070/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.6482 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6315 - vae_accuracy: 0.9128 - val_loss: 28.2079 - val_vae_accuracy: 0.9651 Epoch 2071/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.7784 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6301 - vae_accuracy: 0.9128 - val_loss: 28.1811 - val_vae_accuracy: 0.9652 Epoch 2072/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.6829 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6367 - vae_accuracy: 0.9128 - val_loss: 28.1559 - val_vae_accuracy: 0.9652 Epoch 2073/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.6261 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6261 - vae_accuracy: 0.9128 - val_loss: 28.0355 - val_vae_accuracy: 0.9653 Epoch 2074/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.5637 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5836 - vae_accuracy: 0.9128 - val_loss: 27.9740 - val_vae_accuracy: 0.9654 Epoch 2075/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.6433 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5862 - vae_accuracy: 0.9128 - val_loss: 28.0762 - val_vae_accuracy: 0.9651 Epoch 2076/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.6438 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6481 - vae_accuracy: 0.9127 - val_loss: 28.2992 - val_vae_accuracy: 0.9650 Epoch 2077/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.6677 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5860 - vae_accuracy: 0.9129 - val_loss: 28.1415 - val_vae_accuracy: 0.9651 Epoch 2078/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.6164 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6164 - vae_accuracy: 0.9129 - val_loss: 28.1488 - val_vae_accuracy: 0.9652 Epoch 2079/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.5774 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5927 - vae_accuracy: 0.9128 - val_loss: 28.2044 - val_vae_accuracy: 0.9651 Epoch 2080/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.6316 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5891 - vae_accuracy: 0.9128 - val_loss: 28.2623 - val_vae_accuracy: 0.9649 Epoch 2081/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.5568 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5990 - vae_accuracy: 0.9128 - val_loss: 28.0112 - val_vae_accuracy: 0.9653 Epoch 2082/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.8892 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6554 - vae_accuracy: 0.9128 - val_loss: 28.1805 - val_vae_accuracy: 0.9652 Epoch 2083/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.5913 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5832 - vae_accuracy: 0.9129 - val_loss: 28.0859 - val_vae_accuracy: 0.9654 Epoch 2084/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.5772 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5993 - vae_accuracy: 0.9129 - val_loss: 28.1242 - val_vae_accuracy: 0.9652 Epoch 2085/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.6664 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6034 - vae_accuracy: 0.9128 - val_loss: 28.0935 - val_vae_accuracy: 0.9652 Epoch 2086/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.5946 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5661 - vae_accuracy: 0.9128 - val_loss: 28.2683 - val_vae_accuracy: 0.9649 Epoch 2087/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.6229 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5958 - vae_accuracy: 0.9128 - val_loss: 28.1502 - val_vae_accuracy: 0.9652 Epoch 2088/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.5968 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6030 - vae_accuracy: 0.9128 - val_loss: 27.9806 - val_vae_accuracy: 0.9653 Epoch 2089/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.5046 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5694 - vae_accuracy: 0.9128 - val_loss: 28.0809 - val_vae_accuracy: 0.9651 Epoch 2090/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.6295 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5699 - vae_accuracy: 0.9128 - val_loss: 28.1889 - val_vae_accuracy: 0.9651 Epoch 2091/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.5361 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.5797 - vae_accuracy: 0.9128 - val_loss: 27.9807 - val_vae_accuracy: 0.9654 Epoch 2092/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.8211 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6308 - vae_accuracy: 0.9127 - val_loss: 28.2204 - val_vae_accuracy: 0.9651 Epoch 2093/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.6320 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6320 - vae_accuracy: 0.9127 - val_loss: 28.1150 - val_vae_accuracy: 0.9652 Epoch 2094/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.6213 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5753 - vae_accuracy: 0.9128 - val_loss: 28.0964 - val_vae_accuracy: 0.9653 Epoch 2095/4000 11900/16000 [=====================>........] - ETA: 0s - loss: 28.6224 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6220 - vae_accuracy: 0.9128 - val_loss: 28.0960 - val_vae_accuracy: 0.9653 Epoch 2096/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.6917 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6092 - vae_accuracy: 0.9128 - val_loss: 28.0046 - val_vae_accuracy: 0.9653 Epoch 2097/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.5581 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5724 - vae_accuracy: 0.9128 - val_loss: 28.1470 - val_vae_accuracy: 0.9652 Epoch 2098/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.6161 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6346 - vae_accuracy: 0.9127 - val_loss: 27.9994 - val_vae_accuracy: 0.9653 Epoch 2099/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.6590 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5825 - vae_accuracy: 0.9128 - val_loss: 28.1435 - val_vae_accuracy: 0.9651 Epoch 2100/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.6333 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6184 - vae_accuracy: 0.9128 - val_loss: 28.1497 - val_vae_accuracy: 0.9653 Epoch 2101/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.6560 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6365 - vae_accuracy: 0.9128 - val_loss: 28.0797 - val_vae_accuracy: 0.9654 Epoch 2102/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.6437 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6115 - vae_accuracy: 0.9129 - val_loss: 28.1579 - val_vae_accuracy: 0.9652 Epoch 2103/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.6857 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6229 - vae_accuracy: 0.9128 - val_loss: 27.9297 - val_vae_accuracy: 0.9654 Epoch 2104/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.5857 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6141 - vae_accuracy: 0.9128 - val_loss: 28.1805 - val_vae_accuracy: 0.9651 Epoch 2105/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.7301 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5943 - vae_accuracy: 0.9128 - val_loss: 28.1415 - val_vae_accuracy: 0.9652 Epoch 2106/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.6079 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6090 - vae_accuracy: 0.9128 - val_loss: 28.0014 - val_vae_accuracy: 0.9654 Epoch 2107/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.5612 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5961 - vae_accuracy: 0.9128 - val_loss: 27.9686 - val_vae_accuracy: 0.9654 Epoch 2108/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.7282 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6040 - vae_accuracy: 0.9128 - val_loss: 28.1653 - val_vae_accuracy: 0.9652 Epoch 2109/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.5350 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 27.90058771769206 to: 27.862459818522137 saving models 16000/16000 [==============================] - 0s 15us/sample - loss: 28.6187 - vae_accuracy: 0.9128 - val_loss: 27.8625 - val_vae_accuracy: 0.9656 Epoch 2110/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.6459 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5991 - vae_accuracy: 0.9128 - val_loss: 28.0085 - val_vae_accuracy: 0.9654 Epoch 2111/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.5288 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6001 - vae_accuracy: 0.9128 - val_loss: 28.0633 - val_vae_accuracy: 0.9653 Epoch 2112/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.5720 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6024 - vae_accuracy: 0.9129 - val_loss: 28.1750 - val_vae_accuracy: 0.9651 Epoch 2113/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.6649 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6533 - vae_accuracy: 0.9128 - val_loss: 28.0494 - val_vae_accuracy: 0.9654 Epoch 2114/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.6628 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6212 - vae_accuracy: 0.9129 - val_loss: 28.1735 - val_vae_accuracy: 0.9653 Epoch 2115/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.6355 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6228 - vae_accuracy: 0.9129 - val_loss: 28.0100 - val_vae_accuracy: 0.9654 Epoch 2116/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.4961 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6090 - vae_accuracy: 0.9128 - val_loss: 28.0319 - val_vae_accuracy: 0.9652 Epoch 2117/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.5575 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6048 - vae_accuracy: 0.9127 - val_loss: 28.1780 - val_vae_accuracy: 0.9652 Epoch 2118/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.5355 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6426 - vae_accuracy: 0.9128 - val_loss: 28.2163 - val_vae_accuracy: 0.9651 Epoch 2119/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.7031 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5990 - vae_accuracy: 0.9127 - val_loss: 28.0107 - val_vae_accuracy: 0.9653 Epoch 2120/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.5603 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6267 - vae_accuracy: 0.9128 - val_loss: 28.1037 - val_vae_accuracy: 0.9653 Epoch 2121/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.6759 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6291 - vae_accuracy: 0.9127 - val_loss: 28.1840 - val_vae_accuracy: 0.9651 Epoch 2122/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.5739 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6235 - vae_accuracy: 0.9128 - val_loss: 28.1087 - val_vae_accuracy: 0.9652 Epoch 2123/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.6130 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6243 - vae_accuracy: 0.9127 - val_loss: 28.0407 - val_vae_accuracy: 0.9653 Epoch 2124/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.5756 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6114 - vae_accuracy: 0.9128 - val_loss: 28.1165 - val_vae_accuracy: 0.9650 Epoch 2125/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.6027 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5765 - vae_accuracy: 0.9128 - val_loss: 27.9813 - val_vae_accuracy: 0.9653 Epoch 2126/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.6056 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5684 - vae_accuracy: 0.9128 - val_loss: 28.0540 - val_vae_accuracy: 0.9653 Epoch 2127/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.5559 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6189 - vae_accuracy: 0.9128 - val_loss: 27.9931 - val_vae_accuracy: 0.9655 Epoch 2128/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.5443 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6392 - vae_accuracy: 0.9128 - val_loss: 28.1570 - val_vae_accuracy: 0.9651 Epoch 2129/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.7037 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6323 - vae_accuracy: 0.9127 - val_loss: 28.1178 - val_vae_accuracy: 0.9654 Epoch 2130/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.5857 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6268 - vae_accuracy: 0.9128 - val_loss: 28.0577 - val_vae_accuracy: 0.9653 Epoch 2131/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.5740 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6051 - vae_accuracy: 0.9128 - val_loss: 27.9595 - val_vae_accuracy: 0.9654 Epoch 2132/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.5454 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6169 - vae_accuracy: 0.9128 - val_loss: 28.2788 - val_vae_accuracy: 0.9650 Epoch 2133/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.5992 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6121 - vae_accuracy: 0.9128 - val_loss: 28.1707 - val_vae_accuracy: 0.9651 Epoch 2134/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.6396 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5988 - vae_accuracy: 0.9128 - val_loss: 28.1015 - val_vae_accuracy: 0.9653 Epoch 2135/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.5418 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6012 - vae_accuracy: 0.9128 - val_loss: 28.2027 - val_vae_accuracy: 0.9650 Epoch 2136/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.5989 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6272 - vae_accuracy: 0.9128 - val_loss: 28.2060 - val_vae_accuracy: 0.9651 Epoch 2137/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.4901 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6224 - vae_accuracy: 0.9128 - val_loss: 28.0909 - val_vae_accuracy: 0.9652 Epoch 2138/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.6022 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5974 - vae_accuracy: 0.9128 - val_loss: 27.9697 - val_vae_accuracy: 0.9654 Epoch 2139/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.5986 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6038 - vae_accuracy: 0.9128 - val_loss: 28.0723 - val_vae_accuracy: 0.9654 Epoch 2140/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.7238 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6185 - vae_accuracy: 0.9128 - val_loss: 28.0208 - val_vae_accuracy: 0.9653 Epoch 2141/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.4669 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6072 - vae_accuracy: 0.9128 - val_loss: 28.1070 - val_vae_accuracy: 0.9653 Epoch 2142/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.6404 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5999 - vae_accuracy: 0.9128 - val_loss: 28.1403 - val_vae_accuracy: 0.9652 Epoch 2143/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.6060 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6289 - vae_accuracy: 0.9128 - val_loss: 28.0216 - val_vae_accuracy: 0.9653 Epoch 2144/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.6450 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6076 - vae_accuracy: 0.9128 - val_loss: 28.1438 - val_vae_accuracy: 0.9652 Epoch 2145/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.4920 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5935 - vae_accuracy: 0.9128 - val_loss: 28.1393 - val_vae_accuracy: 0.9652 Epoch 2146/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.5667 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6209 - vae_accuracy: 0.9128 - val_loss: 28.1447 - val_vae_accuracy: 0.9651 Epoch 2147/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.5272 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6538 - vae_accuracy: 0.9127 - val_loss: 28.1350 - val_vae_accuracy: 0.9653 Epoch 2148/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.5157 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6038 - vae_accuracy: 0.9128 - val_loss: 28.0300 - val_vae_accuracy: 0.9652 Epoch 2149/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.6515 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6050 - vae_accuracy: 0.9129 - val_loss: 28.0565 - val_vae_accuracy: 0.9653 Epoch 2150/4000 11700/16000 [====================>.........] - ETA: 0s - loss: 28.4728 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5984 - vae_accuracy: 0.9128 - val_loss: 28.1310 - val_vae_accuracy: 0.9652 Epoch 2151/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.6030 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6086 - vae_accuracy: 0.9127 - val_loss: 28.1562 - val_vae_accuracy: 0.9652 Epoch 2152/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.5581 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6445 - vae_accuracy: 0.9128 - val_loss: 28.1029 - val_vae_accuracy: 0.9653 Epoch 2153/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.6781 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6073 - vae_accuracy: 0.9128 - val_loss: 27.9657 - val_vae_accuracy: 0.9654 Epoch 2154/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.4949 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6327 - vae_accuracy: 0.9128 - val_loss: 28.1420 - val_vae_accuracy: 0.9652 Epoch 2155/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.8279 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5917 - vae_accuracy: 0.9128 - val_loss: 28.0608 - val_vae_accuracy: 0.9652 Epoch 2156/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.6104 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6265 - vae_accuracy: 0.9128 - val_loss: 28.1336 - val_vae_accuracy: 0.9651 Epoch 2157/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.5677 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6193 - vae_accuracy: 0.9128 - val_loss: 28.1459 - val_vae_accuracy: 0.9652 Epoch 2158/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.5972 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5905 - vae_accuracy: 0.9128 - val_loss: 28.3275 - val_vae_accuracy: 0.9649 Epoch 2159/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.5770 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6024 - vae_accuracy: 0.9128 - val_loss: 28.1751 - val_vae_accuracy: 0.9651 Epoch 2160/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.7904 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6340 - vae_accuracy: 0.9128 - val_loss: 28.0469 - val_vae_accuracy: 0.9653 Epoch 2161/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.6545 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5981 - vae_accuracy: 0.9128 - val_loss: 28.1343 - val_vae_accuracy: 0.9650 Epoch 2162/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.5882 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6067 - vae_accuracy: 0.9128 - val_loss: 27.9662 - val_vae_accuracy: 0.9654 Epoch 2163/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.5579 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6654 - vae_accuracy: 0.9127 - val_loss: 28.0617 - val_vae_accuracy: 0.9652 Epoch 2164/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.7462 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5928 - vae_accuracy: 0.9128 - val_loss: 28.0804 - val_vae_accuracy: 0.9653 Epoch 2165/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.5450 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5948 - vae_accuracy: 0.9128 - val_loss: 27.9910 - val_vae_accuracy: 0.9655 Epoch 2166/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.5454 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5977 - vae_accuracy: 0.9128 - val_loss: 27.9986 - val_vae_accuracy: 0.9654 Epoch 2167/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.7681 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6189 - vae_accuracy: 0.9128 - val_loss: 28.0628 - val_vae_accuracy: 0.9653 Epoch 2168/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.4991 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5930 - vae_accuracy: 0.9128 - val_loss: 27.9894 - val_vae_accuracy: 0.9654 Epoch 2169/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.5650 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5827 - vae_accuracy: 0.9128 - val_loss: 27.9734 - val_vae_accuracy: 0.9653 Epoch 2170/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.6915 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6120 - vae_accuracy: 0.9128 - val_loss: 28.0571 - val_vae_accuracy: 0.9652 Epoch 2171/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.5823 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6292 - vae_accuracy: 0.9128 - val_loss: 28.1714 - val_vae_accuracy: 0.9652 Epoch 2172/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.7581 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6332 - vae_accuracy: 0.9128 - val_loss: 27.9736 - val_vae_accuracy: 0.9655 Epoch 2173/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.5752 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6127 - vae_accuracy: 0.9128 - val_loss: 28.0865 - val_vae_accuracy: 0.9653 Epoch 2174/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.6581 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5887 - vae_accuracy: 0.9129 - val_loss: 27.9944 - val_vae_accuracy: 0.9654 Epoch 2175/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.5905 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5920 - vae_accuracy: 0.9128 - val_loss: 28.0677 - val_vae_accuracy: 0.9652 Epoch 2176/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.6871 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5999 - vae_accuracy: 0.9127 - val_loss: 28.1244 - val_vae_accuracy: 0.9651 Epoch 2177/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.6634 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6174 - vae_accuracy: 0.9128 - val_loss: 28.2639 - val_vae_accuracy: 0.9651 Epoch 2178/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.4980 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5824 - vae_accuracy: 0.9128 - val_loss: 27.9007 - val_vae_accuracy: 0.9654 Epoch 2179/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.5314 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6205 - vae_accuracy: 0.9128 - val_loss: 28.1513 - val_vae_accuracy: 0.9653 Epoch 2180/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.5901 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6049 - vae_accuracy: 0.9129 - val_loss: 28.2198 - val_vae_accuracy: 0.9650 Epoch 2181/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.7167 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6032 - vae_accuracy: 0.9128 - val_loss: 28.0339 - val_vae_accuracy: 0.9654 Epoch 2182/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.7124 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6090 - vae_accuracy: 0.9128 - val_loss: 28.1818 - val_vae_accuracy: 0.9651 Epoch 2183/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.6590 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5980 - vae_accuracy: 0.9128 - val_loss: 28.1655 - val_vae_accuracy: 0.9650 Epoch 2184/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.5652 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6107 - vae_accuracy: 0.9128 - val_loss: 28.0160 - val_vae_accuracy: 0.9653 Epoch 2185/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.6833 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5966 - vae_accuracy: 0.9127 - val_loss: 28.2106 - val_vae_accuracy: 0.9650 Epoch 2186/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.5946 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6041 - vae_accuracy: 0.9128 - val_loss: 27.9661 - val_vae_accuracy: 0.9655 Epoch 2187/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.6850 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6150 - vae_accuracy: 0.9128 - val_loss: 28.0588 - val_vae_accuracy: 0.9653 Epoch 2188/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.6688 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6140 - vae_accuracy: 0.9128 - val_loss: 28.1931 - val_vae_accuracy: 0.9651 Epoch 2189/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.4919 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5986 - vae_accuracy: 0.9128 - val_loss: 28.1667 - val_vae_accuracy: 0.9651 Epoch 2190/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.6516 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5907 - vae_accuracy: 0.9128 - val_loss: 28.1353 - val_vae_accuracy: 0.9653 Epoch 2191/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.6229 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6169 - vae_accuracy: 0.9128 - val_loss: 27.9936 - val_vae_accuracy: 0.9653 Epoch 2192/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.6643 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5894 - vae_accuracy: 0.9128 - val_loss: 28.2125 - val_vae_accuracy: 0.9649 Epoch 2193/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.6465 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6154 - vae_accuracy: 0.9128 - val_loss: 28.2664 - val_vae_accuracy: 0.9649 Epoch 2194/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.7126 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6068 - vae_accuracy: 0.9128 - val_loss: 28.0836 - val_vae_accuracy: 0.9652 Epoch 2195/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.6094 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5835 - vae_accuracy: 0.9128 - val_loss: 27.9735 - val_vae_accuracy: 0.9653 Epoch 2196/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.5206 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5788 - vae_accuracy: 0.9128 - val_loss: 28.1182 - val_vae_accuracy: 0.9651 Epoch 2197/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.7478 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6167 - vae_accuracy: 0.9128 - val_loss: 27.9555 - val_vae_accuracy: 0.9654 Epoch 2198/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.5782 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6054 - vae_accuracy: 0.9129 - val_loss: 28.0117 - val_vae_accuracy: 0.9653 Epoch 2199/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.5080 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6011 - vae_accuracy: 0.9128 - val_loss: 28.1640 - val_vae_accuracy: 0.9651 Epoch 2200/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.4755 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6617 - vae_accuracy: 0.9127 - val_loss: 28.1498 - val_vae_accuracy: 0.9651 Epoch 2201/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.5605 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6201 - vae_accuracy: 0.9128 - val_loss: 28.1726 - val_vae_accuracy: 0.9652 Epoch 2202/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.6968 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6260 - vae_accuracy: 0.9128 - val_loss: 27.9896 - val_vae_accuracy: 0.9653 Epoch 2203/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.6077 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6170 - vae_accuracy: 0.9128 - val_loss: 28.0750 - val_vae_accuracy: 0.9653 Epoch 2204/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.6871 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5839 - vae_accuracy: 0.9128 - val_loss: 28.0523 - val_vae_accuracy: 0.9653 Epoch 2205/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.6169 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5830 - vae_accuracy: 0.9129 - val_loss: 28.1062 - val_vae_accuracy: 0.9651 Epoch 2206/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.5995 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6161 - vae_accuracy: 0.9128 - val_loss: 27.9575 - val_vae_accuracy: 0.9655 Epoch 2207/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.6353 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5865 - vae_accuracy: 0.9129 - val_loss: 28.1248 - val_vae_accuracy: 0.9653 Epoch 2208/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.5787 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6134 - vae_accuracy: 0.9128 - val_loss: 28.0741 - val_vae_accuracy: 0.9652 Epoch 2209/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.5628 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6261 - vae_accuracy: 0.9128 - val_loss: 28.0839 - val_vae_accuracy: 0.9652 Epoch 2210/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.6636 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6343 - vae_accuracy: 0.9128 - val_loss: 28.0777 - val_vae_accuracy: 0.9653 Epoch 2211/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.7525 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5945 - vae_accuracy: 0.9129 - val_loss: 28.0377 - val_vae_accuracy: 0.9653 Epoch 2212/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.6338 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6156 - vae_accuracy: 0.9129 - val_loss: 28.2642 - val_vae_accuracy: 0.9652 Epoch 2213/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.6395 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6064 - vae_accuracy: 0.9128 - val_loss: 28.1289 - val_vae_accuracy: 0.9651 Epoch 2214/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.5137 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6059 - vae_accuracy: 0.9128 - val_loss: 27.9862 - val_vae_accuracy: 0.9655 Epoch 2215/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.5710 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5976 - vae_accuracy: 0.9128 - val_loss: 28.1669 - val_vae_accuracy: 0.9650 Epoch 2216/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.6631 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6164 - vae_accuracy: 0.9128 - val_loss: 28.1458 - val_vae_accuracy: 0.9652 Epoch 2217/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.7471 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6420 - vae_accuracy: 0.9129 - val_loss: 28.0452 - val_vae_accuracy: 0.9654 Epoch 2218/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.5777 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6295 - vae_accuracy: 0.9128 - val_loss: 28.0467 - val_vae_accuracy: 0.9652 Epoch 2219/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.6654 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6371 - vae_accuracy: 0.9127 - val_loss: 28.0523 - val_vae_accuracy: 0.9654 Epoch 2220/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.6594 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6266 - vae_accuracy: 0.9128 - val_loss: 28.1128 - val_vae_accuracy: 0.9651 Epoch 2221/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.5153 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5899 - vae_accuracy: 0.9128 - val_loss: 28.0938 - val_vae_accuracy: 0.9653 Epoch 2222/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.6399 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6013 - vae_accuracy: 0.9128 - val_loss: 28.0791 - val_vae_accuracy: 0.9652 Epoch 2223/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.5252 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6167 - vae_accuracy: 0.9128 - val_loss: 28.3457 - val_vae_accuracy: 0.9649 Epoch 2224/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.6383 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5997 - vae_accuracy: 0.9127 - val_loss: 28.0458 - val_vae_accuracy: 0.9653 Epoch 2225/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.6856 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6218 - vae_accuracy: 0.9127 - val_loss: 28.0475 - val_vae_accuracy: 0.9652 Epoch 2226/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.6198 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6412 - vae_accuracy: 0.9128 - val_loss: 28.1679 - val_vae_accuracy: 0.9652 Epoch 2227/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.6126 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5922 - vae_accuracy: 0.9128 - val_loss: 28.0548 - val_vae_accuracy: 0.9653 Epoch 2228/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.5622 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5855 - vae_accuracy: 0.9129 - val_loss: 28.1312 - val_vae_accuracy: 0.9652 Epoch 2229/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.6496 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6055 - vae_accuracy: 0.9128 - val_loss: 28.0334 - val_vae_accuracy: 0.9653 Epoch 2230/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.6405 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6268 - vae_accuracy: 0.9128 - val_loss: 28.0748 - val_vae_accuracy: 0.9653 Epoch 2231/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.5203 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5842 - vae_accuracy: 0.9129 - val_loss: 28.0582 - val_vae_accuracy: 0.9653 Epoch 2232/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.6084 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5792 - vae_accuracy: 0.9128 - val_loss: 28.1586 - val_vae_accuracy: 0.9650 Epoch 2233/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.6407 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6217 - vae_accuracy: 0.9128 - val_loss: 27.9915 - val_vae_accuracy: 0.9654 Epoch 2234/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.7040 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5935 - vae_accuracy: 0.9128 - val_loss: 28.1172 - val_vae_accuracy: 0.9653 Epoch 2235/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.6768 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6077 - vae_accuracy: 0.9129 - val_loss: 28.2136 - val_vae_accuracy: 0.9650 Epoch 2236/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.5715 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6054 - vae_accuracy: 0.9128 - val_loss: 28.1438 - val_vae_accuracy: 0.9651 Epoch 2237/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.6741 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6049 - vae_accuracy: 0.9128 - val_loss: 28.2239 - val_vae_accuracy: 0.9649 Epoch 2238/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.5462 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6105 - vae_accuracy: 0.9127 - val_loss: 28.0568 - val_vae_accuracy: 0.9653 Epoch 2239/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.6522 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6351 - vae_accuracy: 0.9128 - val_loss: 28.1647 - val_vae_accuracy: 0.9651 Epoch 2240/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.5875 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6052 - vae_accuracy: 0.9129 - val_loss: 27.9942 - val_vae_accuracy: 0.9653 Epoch 2241/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.5204 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6123 - vae_accuracy: 0.9128 - val_loss: 27.9269 - val_vae_accuracy: 0.9654 Epoch 2242/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.5735 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6156 - vae_accuracy: 0.9128 - val_loss: 28.1104 - val_vae_accuracy: 0.9652 Epoch 2243/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.5201 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6093 - vae_accuracy: 0.9128 - val_loss: 28.1681 - val_vae_accuracy: 0.9652 Epoch 2244/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.5916 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6224 - vae_accuracy: 0.9128 - val_loss: 28.2241 - val_vae_accuracy: 0.9651 Epoch 2245/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.5894 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6183 - vae_accuracy: 0.9128 - val_loss: 27.9478 - val_vae_accuracy: 0.9655 Epoch 2246/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.4837 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6116 - vae_accuracy: 0.9128 - val_loss: 28.0386 - val_vae_accuracy: 0.9653 Epoch 2247/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.6876 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6437 - vae_accuracy: 0.9127 - val_loss: 28.0627 - val_vae_accuracy: 0.9653 Epoch 2248/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.5967 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6067 - vae_accuracy: 0.9129 - val_loss: 28.1130 - val_vae_accuracy: 0.9654 Epoch 2249/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.6203 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6203 - vae_accuracy: 0.9128 - val_loss: 28.1236 - val_vae_accuracy: 0.9652 Epoch 2250/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.6248 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5877 - vae_accuracy: 0.9128 - val_loss: 28.0577 - val_vae_accuracy: 0.9653 Epoch 2251/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.5842 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6184 - vae_accuracy: 0.9128 - val_loss: 28.1049 - val_vae_accuracy: 0.9652 Epoch 2252/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.5868 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6029 - vae_accuracy: 0.9128 - val_loss: 28.0674 - val_vae_accuracy: 0.9653 Epoch 2253/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.5565 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5916 - vae_accuracy: 0.9128 - val_loss: 28.0917 - val_vae_accuracy: 0.9653 Epoch 2254/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.5645 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6386 - vae_accuracy: 0.9128 - val_loss: 28.1459 - val_vae_accuracy: 0.9650 Epoch 2255/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.5176 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6195 - vae_accuracy: 0.9128 - val_loss: 28.0850 - val_vae_accuracy: 0.9653 Epoch 2256/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.5926 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6042 - vae_accuracy: 0.9129 - val_loss: 28.0806 - val_vae_accuracy: 0.9653 Epoch 2257/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.5552 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5955 - vae_accuracy: 0.9129 - val_loss: 28.2762 - val_vae_accuracy: 0.9650 Epoch 2258/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.6133 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6192 - vae_accuracy: 0.9128 - val_loss: 28.1206 - val_vae_accuracy: 0.9653 Epoch 2259/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.5651 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6072 - vae_accuracy: 0.9128 - val_loss: 28.1525 - val_vae_accuracy: 0.9651 Epoch 2260/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.6762 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6168 - vae_accuracy: 0.9128 - val_loss: 27.9849 - val_vae_accuracy: 0.9654 Epoch 2261/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.6993 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6242 - vae_accuracy: 0.9128 - val_loss: 28.1376 - val_vae_accuracy: 0.9652 Epoch 2262/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.6549 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6377 - vae_accuracy: 0.9127 - val_loss: 27.9844 - val_vae_accuracy: 0.9653 Epoch 2263/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.6865 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6129 - vae_accuracy: 0.9128 - val_loss: 28.0789 - val_vae_accuracy: 0.9653 Epoch 2264/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.5583 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5924 - vae_accuracy: 0.9129 - val_loss: 27.9706 - val_vae_accuracy: 0.9653 Epoch 2265/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.6047 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6182 - vae_accuracy: 0.9128 - val_loss: 28.2392 - val_vae_accuracy: 0.9651 Epoch 2266/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.6361 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6230 - vae_accuracy: 0.9128 - val_loss: 28.0052 - val_vae_accuracy: 0.9655 Epoch 2267/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.6344 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6067 - vae_accuracy: 0.9128 - val_loss: 28.1555 - val_vae_accuracy: 0.9651 Epoch 2268/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.5547 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5820 - vae_accuracy: 0.9128 - val_loss: 28.1491 - val_vae_accuracy: 0.9651 Epoch 2269/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.6415 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6282 - vae_accuracy: 0.9128 - val_loss: 28.1271 - val_vae_accuracy: 0.9653 Epoch 2270/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.6382 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5810 - vae_accuracy: 0.9128 - val_loss: 28.0406 - val_vae_accuracy: 0.9653 Epoch 2271/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.5729 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5926 - vae_accuracy: 0.9128 - val_loss: 28.0318 - val_vae_accuracy: 0.9653 Epoch 2272/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.6838 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6106 - vae_accuracy: 0.9128 - val_loss: 28.2171 - val_vae_accuracy: 0.9649 Epoch 2273/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.6282 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6054 - vae_accuracy: 0.9128 - val_loss: 28.1058 - val_vae_accuracy: 0.9652 Epoch 2274/4000 11900/16000 [=====================>........] - ETA: 0s - loss: 28.5990 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6123 - vae_accuracy: 0.9128 - val_loss: 28.2348 - val_vae_accuracy: 0.9649 Epoch 2275/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.4732 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6029 - vae_accuracy: 0.9128 - val_loss: 28.1620 - val_vae_accuracy: 0.9651 Epoch 2276/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.6118 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5936 - vae_accuracy: 0.9128 - val_loss: 28.0278 - val_vae_accuracy: 0.9653 Epoch 2277/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.6211 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6294 - vae_accuracy: 0.9127 - val_loss: 28.0840 - val_vae_accuracy: 0.9652 Epoch 2278/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.5384 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5990 - vae_accuracy: 0.9127 - val_loss: 28.1866 - val_vae_accuracy: 0.9650 Epoch 2279/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.6128 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6111 - vae_accuracy: 0.9128 - val_loss: 28.0001 - val_vae_accuracy: 0.9653 Epoch 2280/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.4183 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6083 - vae_accuracy: 0.9128 - val_loss: 28.0448 - val_vae_accuracy: 0.9654 Epoch 2281/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.6309 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6140 - vae_accuracy: 0.9128 - val_loss: 28.2180 - val_vae_accuracy: 0.9651 Epoch 2282/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.6407 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6136 - vae_accuracy: 0.9128 - val_loss: 27.9677 - val_vae_accuracy: 0.9654 Epoch 2283/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.6741 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6091 - vae_accuracy: 0.9128 - val_loss: 28.0398 - val_vae_accuracy: 0.9652 Epoch 2284/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.5325 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6196 - vae_accuracy: 0.9127 - val_loss: 28.2794 - val_vae_accuracy: 0.9649 Epoch 2285/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.6759 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6169 - vae_accuracy: 0.9128 - val_loss: 28.1115 - val_vae_accuracy: 0.9653 Epoch 2286/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.5196 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5999 - vae_accuracy: 0.9128 - val_loss: 28.2599 - val_vae_accuracy: 0.9649 Epoch 2287/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.5820 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6336 - vae_accuracy: 0.9127 - val_loss: 28.2040 - val_vae_accuracy: 0.9650 Epoch 2288/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.5777 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5915 - vae_accuracy: 0.9128 - val_loss: 28.2428 - val_vae_accuracy: 0.9650 Epoch 2289/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.7107 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5937 - vae_accuracy: 0.9129 - val_loss: 28.1867 - val_vae_accuracy: 0.9652 Epoch 2290/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.6551 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6207 - vae_accuracy: 0.9128 - val_loss: 28.0951 - val_vae_accuracy: 0.9652 Epoch 2291/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.4611 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6143 - vae_accuracy: 0.9128 - val_loss: 28.0429 - val_vae_accuracy: 0.9653 Epoch 2292/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.6222 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6018 - vae_accuracy: 0.9128 - val_loss: 28.1669 - val_vae_accuracy: 0.9651 Epoch 2293/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.6088 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6200 - vae_accuracy: 0.9128 - val_loss: 28.1892 - val_vae_accuracy: 0.9653 Epoch 2294/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.6787 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6654 - vae_accuracy: 0.9128 - val_loss: 28.0745 - val_vae_accuracy: 0.9653 Epoch 2295/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.6855 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6347 - vae_accuracy: 0.9128 - val_loss: 28.2432 - val_vae_accuracy: 0.9650 Epoch 2296/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.6192 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5980 - vae_accuracy: 0.9129 - val_loss: 28.0296 - val_vae_accuracy: 0.9653 Epoch 2297/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.5419 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5890 - vae_accuracy: 0.9128 - val_loss: 28.1223 - val_vae_accuracy: 0.9652 Epoch 2298/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.5428 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6270 - vae_accuracy: 0.9127 - val_loss: 28.1249 - val_vae_accuracy: 0.9651 Epoch 2299/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.5808 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6219 - vae_accuracy: 0.9127 - val_loss: 28.1130 - val_vae_accuracy: 0.9652 Epoch 2300/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.6221 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6375 - vae_accuracy: 0.9128 - val_loss: 28.0326 - val_vae_accuracy: 0.9654 Epoch 2301/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.7444 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6391 - vae_accuracy: 0.9128 - val_loss: 28.3521 - val_vae_accuracy: 0.9648 Epoch 2302/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.5969 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6340 - vae_accuracy: 0.9128 - val_loss: 28.1425 - val_vae_accuracy: 0.9651 Epoch 2303/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.4972 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6098 - vae_accuracy: 0.9127 - val_loss: 28.2603 - val_vae_accuracy: 0.9649 Epoch 2304/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.5460 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6253 - vae_accuracy: 0.9128 - val_loss: 28.1395 - val_vae_accuracy: 0.9651 Epoch 2305/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.5690 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6024 - vae_accuracy: 0.9129 - val_loss: 28.1235 - val_vae_accuracy: 0.9651 Epoch 2306/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.5565 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6025 - vae_accuracy: 0.9128 - val_loss: 28.0533 - val_vae_accuracy: 0.9652 Epoch 2307/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.5876 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5839 - vae_accuracy: 0.9128 - val_loss: 28.1758 - val_vae_accuracy: 0.9650 Epoch 2308/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.6002 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5947 - vae_accuracy: 0.9128 - val_loss: 28.1265 - val_vae_accuracy: 0.9652 Epoch 2309/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.6209 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6101 - vae_accuracy: 0.9129 - val_loss: 28.2102 - val_vae_accuracy: 0.9651 Epoch 2310/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.5694 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5993 - vae_accuracy: 0.9129 - val_loss: 28.2389 - val_vae_accuracy: 0.9650 Epoch 2311/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.5944 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5997 - vae_accuracy: 0.9129 - val_loss: 28.2180 - val_vae_accuracy: 0.9651 Epoch 2312/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.4657 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5780 - vae_accuracy: 0.9128 - val_loss: 28.2026 - val_vae_accuracy: 0.9650 Epoch 2313/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.7362 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5868 - vae_accuracy: 0.9128 - val_loss: 28.0773 - val_vae_accuracy: 0.9652 Epoch 2314/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.6460 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.5999 - vae_accuracy: 0.9128 - val_loss: 28.0086 - val_vae_accuracy: 0.9653 Epoch 2315/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.5673 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5673 - vae_accuracy: 0.9128 - val_loss: 28.1605 - val_vae_accuracy: 0.9651 Epoch 2316/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.6677 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5964 - vae_accuracy: 0.9128 - val_loss: 28.1134 - val_vae_accuracy: 0.9652 Epoch 2317/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.6591 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5944 - vae_accuracy: 0.9128 - val_loss: 28.1241 - val_vae_accuracy: 0.9651 Epoch 2318/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.6784 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5942 - vae_accuracy: 0.9128 - val_loss: 28.1386 - val_vae_accuracy: 0.9652 Epoch 2319/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.5477 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5809 - vae_accuracy: 0.9129 - val_loss: 28.0954 - val_vae_accuracy: 0.9652 Epoch 2320/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.5340 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5984 - vae_accuracy: 0.9128 - val_loss: 28.0606 - val_vae_accuracy: 0.9653 Epoch 2321/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.4899 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5948 - vae_accuracy: 0.9128 - val_loss: 28.0349 - val_vae_accuracy: 0.9653 Epoch 2322/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.6117 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5934 - vae_accuracy: 0.9128 - val_loss: 28.0336 - val_vae_accuracy: 0.9652 Epoch 2323/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.6029 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6081 - vae_accuracy: 0.9128 - val_loss: 28.1576 - val_vae_accuracy: 0.9652 Epoch 2324/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.5398 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6334 - vae_accuracy: 0.9128 - val_loss: 28.1012 - val_vae_accuracy: 0.9652 Epoch 2325/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.5855 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6283 - vae_accuracy: 0.9129 - val_loss: 28.0746 - val_vae_accuracy: 0.9654 Epoch 2326/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.5838 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5768 - vae_accuracy: 0.9129 - val_loss: 28.2555 - val_vae_accuracy: 0.9650 Epoch 2327/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.7018 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6448 - vae_accuracy: 0.9127 - val_loss: 28.0981 - val_vae_accuracy: 0.9652 Epoch 2328/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.4975 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6165 - vae_accuracy: 0.9128 - val_loss: 28.0333 - val_vae_accuracy: 0.9654 Epoch 2329/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.6092 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6197 - vae_accuracy: 0.9128 - val_loss: 28.0803 - val_vae_accuracy: 0.9652 Epoch 2330/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.6279 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5840 - vae_accuracy: 0.9129 - val_loss: 27.9770 - val_vae_accuracy: 0.9654 Epoch 2331/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.5723 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5726 - vae_accuracy: 0.9128 - val_loss: 28.0646 - val_vae_accuracy: 0.9653 Epoch 2332/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.5805 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5741 - vae_accuracy: 0.9129 - val_loss: 28.1593 - val_vae_accuracy: 0.9650 Epoch 2333/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.5986 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5986 - vae_accuracy: 0.9128 - val_loss: 28.2036 - val_vae_accuracy: 0.9652 Epoch 2334/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.5258 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6074 - vae_accuracy: 0.9128 - val_loss: 28.0230 - val_vae_accuracy: 0.9653 Epoch 2335/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.6557 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6007 - vae_accuracy: 0.9129 - val_loss: 28.1386 - val_vae_accuracy: 0.9652 Epoch 2336/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.6291 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5932 - vae_accuracy: 0.9128 - val_loss: 27.9938 - val_vae_accuracy: 0.9654 Epoch 2337/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.6063 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5892 - vae_accuracy: 0.9128 - val_loss: 28.1419 - val_vae_accuracy: 0.9651 Epoch 2338/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.6904 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5955 - vae_accuracy: 0.9128 - val_loss: 28.0750 - val_vae_accuracy: 0.9652 Epoch 2339/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.6040 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5659 - vae_accuracy: 0.9129 - val_loss: 28.0895 - val_vae_accuracy: 0.9653 Epoch 2340/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.6292 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5674 - vae_accuracy: 0.9128 - val_loss: 28.0708 - val_vae_accuracy: 0.9653 Epoch 2341/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.5193 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6032 - vae_accuracy: 0.9128 - val_loss: 28.1310 - val_vae_accuracy: 0.9652 Epoch 2342/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.5827 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5703 - vae_accuracy: 0.9128 - val_loss: 28.1380 - val_vae_accuracy: 0.9651 Epoch 2343/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.5935 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5741 - vae_accuracy: 0.9129 - val_loss: 28.2890 - val_vae_accuracy: 0.9650 Epoch 2344/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.5307 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5890 - vae_accuracy: 0.9128 - val_loss: 28.1684 - val_vae_accuracy: 0.9651 Epoch 2345/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.6594 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5982 - vae_accuracy: 0.9128 - val_loss: 28.1349 - val_vae_accuracy: 0.9650 Epoch 2346/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.6245 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6245 - vae_accuracy: 0.9128 - val_loss: 28.0545 - val_vae_accuracy: 0.9653 Epoch 2347/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.5009 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5927 - vae_accuracy: 0.9128 - val_loss: 28.0541 - val_vae_accuracy: 0.9653 Epoch 2348/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.5838 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5838 - vae_accuracy: 0.9128 - val_loss: 28.0680 - val_vae_accuracy: 0.9653 Epoch 2349/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.6466 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5764 - vae_accuracy: 0.9128 - val_loss: 27.9413 - val_vae_accuracy: 0.9653 Epoch 2350/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.5958 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5849 - vae_accuracy: 0.9128 - val_loss: 28.1622 - val_vae_accuracy: 0.9651 Epoch 2351/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.5584 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.5960 - vae_accuracy: 0.9128 - val_loss: 28.0853 - val_vae_accuracy: 0.9653 Epoch 2352/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.5976 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5967 - vae_accuracy: 0.9128 - val_loss: 28.1757 - val_vae_accuracy: 0.9651 Epoch 2353/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.5760 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5760 - vae_accuracy: 0.9129 - val_loss: 28.0692 - val_vae_accuracy: 0.9654 Epoch 2354/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.5468 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6014 - vae_accuracy: 0.9128 - val_loss: 28.0726 - val_vae_accuracy: 0.9653 Epoch 2355/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.5153 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6088 - vae_accuracy: 0.9128 - val_loss: 28.0114 - val_vae_accuracy: 0.9654 Epoch 2356/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.5880 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5832 - vae_accuracy: 0.9128 - val_loss: 27.9763 - val_vae_accuracy: 0.9653 Epoch 2357/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.5568 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.5763 - vae_accuracy: 0.9128 - val_loss: 28.2589 - val_vae_accuracy: 0.9650 Epoch 2358/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.5395 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5894 - vae_accuracy: 0.9128 - val_loss: 28.3350 - val_vae_accuracy: 0.9648 Epoch 2359/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.6302 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6284 - vae_accuracy: 0.9128 - val_loss: 27.9289 - val_vae_accuracy: 0.9655 Epoch 2360/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.5585 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5678 - vae_accuracy: 0.9128 - val_loss: 28.1090 - val_vae_accuracy: 0.9651 Epoch 2361/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.5829 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6130 - vae_accuracy: 0.9128 - val_loss: 28.1736 - val_vae_accuracy: 0.9651 Epoch 2362/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.5727 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6152 - vae_accuracy: 0.9128 - val_loss: 27.9507 - val_vae_accuracy: 0.9653 Epoch 2363/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.4482 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5631 - vae_accuracy: 0.9128 - val_loss: 28.0872 - val_vae_accuracy: 0.9651 Epoch 2364/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.7204 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5855 - vae_accuracy: 0.9129 - val_loss: 28.0905 - val_vae_accuracy: 0.9652 Epoch 2365/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.6146 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5877 - vae_accuracy: 0.9129 - val_loss: 28.0981 - val_vae_accuracy: 0.9652 Epoch 2366/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.7761 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6406 - vae_accuracy: 0.9128 - val_loss: 28.0891 - val_vae_accuracy: 0.9653 Epoch 2367/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.6498 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6055 - vae_accuracy: 0.9128 - val_loss: 28.0435 - val_vae_accuracy: 0.9653 Epoch 2368/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.6773 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5749 - vae_accuracy: 0.9128 - val_loss: 28.1578 - val_vae_accuracy: 0.9652 Epoch 2369/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.7842 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5890 - vae_accuracy: 0.9128 - val_loss: 27.9731 - val_vae_accuracy: 0.9654 Epoch 2370/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.5835 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5835 - vae_accuracy: 0.9128 - val_loss: 28.2533 - val_vae_accuracy: 0.9651 Epoch 2371/4000 15100/16000 [===========================>..] - ETA: 0s - loss: 28.6172 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.5984 - vae_accuracy: 0.9129 - val_loss: 27.9711 - val_vae_accuracy: 0.9653 Epoch 2372/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.6394 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.6245 - vae_accuracy: 0.9128 - val_loss: 28.1248 - val_vae_accuracy: 0.9653 Epoch 2373/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.5012 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6006 - vae_accuracy: 0.9128 - val_loss: 28.1281 - val_vae_accuracy: 0.9652 Epoch 2374/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.5852 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5852 - vae_accuracy: 0.9128 - val_loss: 28.2301 - val_vae_accuracy: 0.9650 Epoch 2375/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.5760 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5738 - vae_accuracy: 0.9129 - val_loss: 28.1422 - val_vae_accuracy: 0.9652 Epoch 2376/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.5508 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6202 - vae_accuracy: 0.9128 - val_loss: 28.1106 - val_vae_accuracy: 0.9654 Epoch 2377/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.6538 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5996 - vae_accuracy: 0.9128 - val_loss: 28.0004 - val_vae_accuracy: 0.9653 Epoch 2378/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.6079 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5939 - vae_accuracy: 0.9129 - val_loss: 28.2003 - val_vae_accuracy: 0.9651 Epoch 2379/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.5482 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6197 - vae_accuracy: 0.9127 - val_loss: 28.2976 - val_vae_accuracy: 0.9648 Epoch 2380/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.5521 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5653 - vae_accuracy: 0.9128 - val_loss: 28.1312 - val_vae_accuracy: 0.9652 Epoch 2381/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.6167 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5909 - vae_accuracy: 0.9129 - val_loss: 27.9824 - val_vae_accuracy: 0.9654 Epoch 2382/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.3791 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5794 - vae_accuracy: 0.9128 - val_loss: 28.1271 - val_vae_accuracy: 0.9653 Epoch 2383/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.5955 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6079 - vae_accuracy: 0.9129 - val_loss: 28.1349 - val_vae_accuracy: 0.9650 Epoch 2384/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.6550 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5778 - vae_accuracy: 0.9128 - val_loss: 28.1910 - val_vae_accuracy: 0.9650 Epoch 2385/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.5754 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5839 - vae_accuracy: 0.9128 - val_loss: 28.1508 - val_vae_accuracy: 0.9650 Epoch 2386/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.5490 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6147 - vae_accuracy: 0.9128 - val_loss: 28.1208 - val_vae_accuracy: 0.9651 Epoch 2387/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.6267 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6034 - vae_accuracy: 0.9128 - val_loss: 27.9474 - val_vae_accuracy: 0.9653 Epoch 2388/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.4174 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6020 - vae_accuracy: 0.9127 - val_loss: 28.1805 - val_vae_accuracy: 0.9650 Epoch 2389/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.5896 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5896 - vae_accuracy: 0.9128 - val_loss: 28.1957 - val_vae_accuracy: 0.9651 Epoch 2390/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.5282 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5743 - vae_accuracy: 0.9128 - val_loss: 28.2051 - val_vae_accuracy: 0.9649 Epoch 2391/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.6418 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6190 - vae_accuracy: 0.9128 - val_loss: 28.1378 - val_vae_accuracy: 0.9651 Epoch 2392/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.6399 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6059 - vae_accuracy: 0.9128 - val_loss: 28.1607 - val_vae_accuracy: 0.9651 Epoch 2393/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.7684 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5885 - vae_accuracy: 0.9128 - val_loss: 28.0229 - val_vae_accuracy: 0.9654 Epoch 2394/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.6391 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6015 - vae_accuracy: 0.9127 - val_loss: 28.1833 - val_vae_accuracy: 0.9651 Epoch 2395/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.4182 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5970 - vae_accuracy: 0.9129 - val_loss: 28.2822 - val_vae_accuracy: 0.9650 Epoch 2396/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.5854 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5841 - vae_accuracy: 0.9128 - val_loss: 28.0687 - val_vae_accuracy: 0.9652 Epoch 2397/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.6303 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5899 - vae_accuracy: 0.9128 - val_loss: 28.0579 - val_vae_accuracy: 0.9653 Epoch 2398/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.5993 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.6233 - vae_accuracy: 0.9129 - val_loss: 28.0034 - val_vae_accuracy: 0.9655 Epoch 2399/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.7624 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5873 - vae_accuracy: 0.9128 - val_loss: 28.1206 - val_vae_accuracy: 0.9651 Epoch 2400/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.5868 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5797 - vae_accuracy: 0.9128 - val_loss: 28.0935 - val_vae_accuracy: 0.9651 Epoch 2401/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.5930 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5735 - vae_accuracy: 0.9128 - val_loss: 28.0413 - val_vae_accuracy: 0.9653 Epoch 2402/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.5221 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5537 - vae_accuracy: 0.9128 - val_loss: 28.0692 - val_vae_accuracy: 0.9653 Epoch 2403/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.4161 - vae_accuracy: 0.9137WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5630 - vae_accuracy: 0.9129 - val_loss: 28.1116 - val_vae_accuracy: 0.9653 Epoch 2404/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.6883 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5951 - vae_accuracy: 0.9129 - val_loss: 28.1807 - val_vae_accuracy: 0.9650 Epoch 2405/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.8121 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5801 - vae_accuracy: 0.9129 - val_loss: 28.1475 - val_vae_accuracy: 0.9651 Epoch 2406/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.6250 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6059 - vae_accuracy: 0.9128 - val_loss: 28.0831 - val_vae_accuracy: 0.9652 Epoch 2407/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.8083 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5803 - vae_accuracy: 0.9128 - val_loss: 28.1255 - val_vae_accuracy: 0.9651 Epoch 2408/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.6096 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5711 - vae_accuracy: 0.9128 - val_loss: 28.0608 - val_vae_accuracy: 0.9653 Epoch 2409/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.5965 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6082 - vae_accuracy: 0.9128 - val_loss: 28.0883 - val_vae_accuracy: 0.9652 Epoch 2410/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.5026 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5620 - vae_accuracy: 0.9129 - val_loss: 28.2814 - val_vae_accuracy: 0.9650 Epoch 2411/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.6407 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5967 - vae_accuracy: 0.9129 - val_loss: 28.3000 - val_vae_accuracy: 0.9649 Epoch 2412/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.5789 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5685 - vae_accuracy: 0.9129 - val_loss: 28.0822 - val_vae_accuracy: 0.9653 Epoch 2413/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.5970 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5970 - vae_accuracy: 0.9128 - val_loss: 28.0482 - val_vae_accuracy: 0.9651 Epoch 2414/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.5467 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5900 - vae_accuracy: 0.9128 - val_loss: 28.0914 - val_vae_accuracy: 0.9652 Epoch 2415/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.6868 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5824 - vae_accuracy: 0.9129 - val_loss: 28.1088 - val_vae_accuracy: 0.9651 Epoch 2416/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.5734 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5830 - vae_accuracy: 0.9128 - val_loss: 28.1124 - val_vae_accuracy: 0.9653 Epoch 2417/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.5713 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6132 - vae_accuracy: 0.9129 - val_loss: 28.1267 - val_vae_accuracy: 0.9653 Epoch 2418/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.5956 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.5683 - vae_accuracy: 0.9129 - val_loss: 28.0553 - val_vae_accuracy: 0.9652 Epoch 2419/4000 15000/16000 [===========================>..] - ETA: 0s - loss: 28.5173 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.5821 - vae_accuracy: 0.9128 - val_loss: 28.0755 - val_vae_accuracy: 0.9652 Epoch 2420/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.5804 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5773 - vae_accuracy: 0.9128 - val_loss: 28.1578 - val_vae_accuracy: 0.9650 Epoch 2421/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.6528 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5602 - vae_accuracy: 0.9128 - val_loss: 28.1198 - val_vae_accuracy: 0.9652 Epoch 2422/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.5338 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5862 - vae_accuracy: 0.9128 - val_loss: 28.0101 - val_vae_accuracy: 0.9653 Epoch 2423/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.6482 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5869 - vae_accuracy: 0.9128 - val_loss: 28.0120 - val_vae_accuracy: 0.9653 Epoch 2424/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.5048 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5779 - vae_accuracy: 0.9128 - val_loss: 28.2857 - val_vae_accuracy: 0.9648 Epoch 2425/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.6612 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5737 - vae_accuracy: 0.9128 - val_loss: 28.1168 - val_vae_accuracy: 0.9652 Epoch 2426/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.6056 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5721 - vae_accuracy: 0.9129 - val_loss: 28.1119 - val_vae_accuracy: 0.9652 Epoch 2427/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.6471 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6151 - vae_accuracy: 0.9128 - val_loss: 28.0657 - val_vae_accuracy: 0.9652 Epoch 2428/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.6007 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5746 - vae_accuracy: 0.9128 - val_loss: 28.0745 - val_vae_accuracy: 0.9653 Epoch 2429/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.5970 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5785 - vae_accuracy: 0.9129 - val_loss: 28.0344 - val_vae_accuracy: 0.9653 Epoch 2430/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.4783 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5595 - vae_accuracy: 0.9129 - val_loss: 27.9414 - val_vae_accuracy: 0.9655 Epoch 2431/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.6149 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5921 - vae_accuracy: 0.9129 - val_loss: 28.2133 - val_vae_accuracy: 0.9650 Epoch 2432/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.5681 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5979 - vae_accuracy: 0.9129 - val_loss: 27.9159 - val_vae_accuracy: 0.9655 Epoch 2433/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.4889 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5754 - vae_accuracy: 0.9129 - val_loss: 28.1153 - val_vae_accuracy: 0.9652 Epoch 2434/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.4838 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5491 - vae_accuracy: 0.9129 - val_loss: 27.9602 - val_vae_accuracy: 0.9654 Epoch 2435/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.6962 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6114 - vae_accuracy: 0.9128 - val_loss: 28.0060 - val_vae_accuracy: 0.9653 Epoch 2436/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.4210 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5737 - vae_accuracy: 0.9129 - val_loss: 28.1012 - val_vae_accuracy: 0.9653 Epoch 2437/4000 11900/16000 [=====================>........] - ETA: 0s - loss: 28.7558 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6220 - vae_accuracy: 0.9128 - val_loss: 27.9971 - val_vae_accuracy: 0.9653 Epoch 2438/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.7088 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6127 - vae_accuracy: 0.9129 - val_loss: 28.0829 - val_vae_accuracy: 0.9653 Epoch 2439/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.5480 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5525 - vae_accuracy: 0.9129 - val_loss: 28.2179 - val_vae_accuracy: 0.9649 Epoch 2440/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.6331 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5754 - vae_accuracy: 0.9128 - val_loss: 28.1374 - val_vae_accuracy: 0.9650 Epoch 2441/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.6479 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6015 - vae_accuracy: 0.9129 - val_loss: 28.1616 - val_vae_accuracy: 0.9652 Epoch 2442/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.6935 - vae_accuracy: 0.9129- ETA: 0s - loss: 28.7401 - vae_accuracy: 0.912WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.6036 - vae_accuracy: 0.9129 - val_loss: 28.0581 - val_vae_accuracy: 0.9653 Epoch 2443/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.5431 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5823 - vae_accuracy: 0.9129 - val_loss: 28.0759 - val_vae_accuracy: 0.9653 Epoch 2444/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.5391 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6002 - vae_accuracy: 0.9128 - val_loss: 28.0307 - val_vae_accuracy: 0.9653 Epoch 2445/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.6013 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5987 - vae_accuracy: 0.9129 - val_loss: 27.9539 - val_vae_accuracy: 0.9655 Epoch 2446/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.5143 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5529 - vae_accuracy: 0.9128 - val_loss: 28.2088 - val_vae_accuracy: 0.9650 Epoch 2447/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.5172 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6292 - vae_accuracy: 0.9128 - val_loss: 28.0713 - val_vae_accuracy: 0.9653 Epoch 2448/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.5975 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5804 - vae_accuracy: 0.9129 - val_loss: 28.0860 - val_vae_accuracy: 0.9652 Epoch 2449/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.6740 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5956 - vae_accuracy: 0.9128 - val_loss: 28.2395 - val_vae_accuracy: 0.9650 Epoch 2450/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.5840 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5793 - vae_accuracy: 0.9129 - val_loss: 28.1378 - val_vae_accuracy: 0.9652 Epoch 2451/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.6686 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5867 - vae_accuracy: 0.9128 - val_loss: 28.0588 - val_vae_accuracy: 0.9653 Epoch 2452/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.6244 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5703 - vae_accuracy: 0.9129 - val_loss: 28.0570 - val_vae_accuracy: 0.9654 Epoch 2453/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.5463 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5999 - vae_accuracy: 0.9129 - val_loss: 28.2432 - val_vae_accuracy: 0.9651 Epoch 2454/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.6383 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5891 - vae_accuracy: 0.9129 - val_loss: 28.1338 - val_vae_accuracy: 0.9651 Epoch 2455/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.5359 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5822 - vae_accuracy: 0.9128 - val_loss: 28.1569 - val_vae_accuracy: 0.9650 Epoch 2456/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.5198 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5737 - vae_accuracy: 0.9128 - val_loss: 28.2456 - val_vae_accuracy: 0.9650 Epoch 2457/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.5439 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5710 - vae_accuracy: 0.9128 - val_loss: 28.0988 - val_vae_accuracy: 0.9653 Epoch 2458/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.6503 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5578 - vae_accuracy: 0.9128 - val_loss: 28.2822 - val_vae_accuracy: 0.9647 Epoch 2459/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.5688 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5889 - vae_accuracy: 0.9128 - val_loss: 28.0829 - val_vae_accuracy: 0.9651 Epoch 2460/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.7496 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6020 - vae_accuracy: 0.9129 - val_loss: 28.0480 - val_vae_accuracy: 0.9653 Epoch 2461/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.7052 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.6222 - vae_accuracy: 0.9128 - val_loss: 28.1100 - val_vae_accuracy: 0.9652 Epoch 2462/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.7078 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5673 - vae_accuracy: 0.9128 - val_loss: 28.2747 - val_vae_accuracy: 0.9649 Epoch 2463/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.6049 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5746 - vae_accuracy: 0.9129 - val_loss: 28.1536 - val_vae_accuracy: 0.9652 Epoch 2464/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.5623 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5843 - vae_accuracy: 0.9129 - val_loss: 28.1193 - val_vae_accuracy: 0.9652 Epoch 2465/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.6328 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5938 - vae_accuracy: 0.9129 - val_loss: 28.1035 - val_vae_accuracy: 0.9651 Epoch 2466/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.5428 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.5818 - vae_accuracy: 0.9128 - val_loss: 28.0487 - val_vae_accuracy: 0.9653 Epoch 2467/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.5462 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.5520 - vae_accuracy: 0.9130 - val_loss: 27.9290 - val_vae_accuracy: 0.9655 Epoch 2468/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.4657 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 27.862459818522137 to: 27.858923594156902 saving models 16000/16000 [==============================] - 0s 14us/sample - loss: 28.5130 - vae_accuracy: 0.9129 - val_loss: 27.8589 - val_vae_accuracy: 0.9655 Epoch 2469/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.5530 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 27.858923594156902 to: 27.818219714694553 saving models 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4939 - vae_accuracy: 0.9131 - val_loss: 27.8182 - val_vae_accuracy: 0.9656 Epoch 2470/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.3476 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4990 - vae_accuracy: 0.9131 - val_loss: 28.0510 - val_vae_accuracy: 0.9653 Epoch 2471/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.5761 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4993 - vae_accuracy: 0.9131 - val_loss: 27.9777 - val_vae_accuracy: 0.9656 Epoch 2472/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.3938 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4675 - vae_accuracy: 0.9130 - val_loss: 27.9667 - val_vae_accuracy: 0.9654 Epoch 2473/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.5725 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4741 - vae_accuracy: 0.9130 - val_loss: 27.8826 - val_vae_accuracy: 0.9655 Epoch 2474/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.4812 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4756 - vae_accuracy: 0.9130 - val_loss: 27.9184 - val_vae_accuracy: 0.9655 Epoch 2475/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.4987 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4788 - vae_accuracy: 0.9131 - val_loss: 28.0042 - val_vae_accuracy: 0.9655 Epoch 2476/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.5902 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4665 - vae_accuracy: 0.9131 - val_loss: 27.8810 - val_vae_accuracy: 0.9656 Epoch 2477/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.6191 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4519 - vae_accuracy: 0.9131 - val_loss: 27.8624 - val_vae_accuracy: 0.9656 Epoch 2478/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.4448 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4500 - vae_accuracy: 0.9131 - val_loss: 27.9180 - val_vae_accuracy: 0.9656 Epoch 2479/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.4964 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4586 - vae_accuracy: 0.9131 - val_loss: 27.9077 - val_vae_accuracy: 0.9657 Epoch 2480/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.4826 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4576 - vae_accuracy: 0.9131 - val_loss: 27.9541 - val_vae_accuracy: 0.9657 Epoch 2481/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.4488 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4597 - vae_accuracy: 0.9131 - val_loss: 27.8868 - val_vae_accuracy: 0.9657 Epoch 2482/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.4330 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4734 - vae_accuracy: 0.9131 - val_loss: 27.8795 - val_vae_accuracy: 0.9656 Epoch 2483/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.5358 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4559 - vae_accuracy: 0.9130 - val_loss: 28.0200 - val_vae_accuracy: 0.9654 Epoch 2484/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.5011 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4557 - vae_accuracy: 0.9131 - val_loss: 27.8899 - val_vae_accuracy: 0.9656 Epoch 2485/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.4674 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4076 - vae_accuracy: 0.9131 - val_loss: 28.0740 - val_vae_accuracy: 0.9654 Epoch 2486/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.5008 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4999 - vae_accuracy: 0.9131 - val_loss: 27.8380 - val_vae_accuracy: 0.9658 Epoch 2487/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.5098 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 27.818219714694553 to: 27.768175337049698 saving models 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4326 - vae_accuracy: 0.9131 - val_loss: 27.7682 - val_vae_accuracy: 0.9658 Epoch 2488/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.4567 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4215 - vae_accuracy: 0.9131 - val_loss: 27.9889 - val_vae_accuracy: 0.9654 Epoch 2489/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.4170 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4170 - vae_accuracy: 0.9131 - val_loss: 27.8413 - val_vae_accuracy: 0.9655 Epoch 2490/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.4706 - vae_accuracy: 0.9136WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4312 - vae_accuracy: 0.9131 - val_loss: 27.7937 - val_vae_accuracy: 0.9657 Epoch 2491/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.4434 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4572 - vae_accuracy: 0.9130 - val_loss: 27.9360 - val_vae_accuracy: 0.9655 Epoch 2492/4000 11900/16000 [=====================>........] - ETA: 0s - loss: 28.4603 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4499 - vae_accuracy: 0.9131 - val_loss: 27.9905 - val_vae_accuracy: 0.9656 Epoch 2493/4000 11700/16000 [====================>.........] - ETA: 0s - loss: 28.3996 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4468 - vae_accuracy: 0.9131 - val_loss: 27.8357 - val_vae_accuracy: 0.9656 Epoch 2494/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.4552 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4508 - vae_accuracy: 0.9131 - val_loss: 27.7739 - val_vae_accuracy: 0.9656 Epoch 2495/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.5821 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4472 - vae_accuracy: 0.9130 - val_loss: 28.0535 - val_vae_accuracy: 0.9652 Epoch 2496/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.5762 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4229 - vae_accuracy: 0.9131 - val_loss: 27.9726 - val_vae_accuracy: 0.9655 Epoch 2497/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.3475 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4193 - vae_accuracy: 0.9132 - val_loss: 27.8809 - val_vae_accuracy: 0.9656 Epoch 2498/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.5357 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 27.768175337049698 to: 27.69929991828071 saving models 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4247 - vae_accuracy: 0.9131 - val_loss: 27.6993 - val_vae_accuracy: 0.9659 Epoch 2499/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.3719 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4365 - vae_accuracy: 0.9131 - val_loss: 27.8421 - val_vae_accuracy: 0.9657 Epoch 2500/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.5115 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4372 - vae_accuracy: 0.9131 - val_loss: 27.7961 - val_vae_accuracy: 0.9657 Epoch 2501/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.3510 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4629 - vae_accuracy: 0.9130 - val_loss: 27.8200 - val_vae_accuracy: 0.9657 Epoch 2502/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.6540 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4591 - vae_accuracy: 0.9131 - val_loss: 27.8475 - val_vae_accuracy: 0.9657 Epoch 2503/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.3249 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4278 - vae_accuracy: 0.9131 - val_loss: 28.0007 - val_vae_accuracy: 0.9653 Epoch 2504/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.4921 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4383 - vae_accuracy: 0.9131 - val_loss: 27.8120 - val_vae_accuracy: 0.9658 Epoch 2505/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.4535 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4324 - vae_accuracy: 0.9131 - val_loss: 27.8686 - val_vae_accuracy: 0.9656 Epoch 2506/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.4063 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4135 - vae_accuracy: 0.9131 - val_loss: 27.8495 - val_vae_accuracy: 0.9656 Epoch 2507/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.4335 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4430 - vae_accuracy: 0.9131 - val_loss: 27.9584 - val_vae_accuracy: 0.9655 Epoch 2508/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.4569 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4569 - vae_accuracy: 0.9131 - val_loss: 27.8716 - val_vae_accuracy: 0.9657 Epoch 2509/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.4501 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4348 - vae_accuracy: 0.9131 - val_loss: 27.8161 - val_vae_accuracy: 0.9657 Epoch 2510/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.5641 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4554 - vae_accuracy: 0.9130 - val_loss: 27.9036 - val_vae_accuracy: 0.9655 Epoch 2511/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.4254 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4600 - vae_accuracy: 0.9131 - val_loss: 27.7698 - val_vae_accuracy: 0.9657 Epoch 2512/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.4192 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4210 - vae_accuracy: 0.9131 - val_loss: 27.7948 - val_vae_accuracy: 0.9658 Epoch 2513/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.4363 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4475 - vae_accuracy: 0.9131 - val_loss: 27.8267 - val_vae_accuracy: 0.9658 Epoch 2514/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.4486 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4486 - vae_accuracy: 0.9131 - val_loss: 27.8033 - val_vae_accuracy: 0.9657 Epoch 2515/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.4260 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4260 - vae_accuracy: 0.9131 - val_loss: 27.9452 - val_vae_accuracy: 0.9656 Epoch 2516/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.4366 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4366 - vae_accuracy: 0.9131 - val_loss: 27.7644 - val_vae_accuracy: 0.9658 Epoch 2517/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.5034 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4130 - vae_accuracy: 0.9131 - val_loss: 27.7854 - val_vae_accuracy: 0.9657 Epoch 2518/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.4123 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4227 - vae_accuracy: 0.9131 - val_loss: 28.0248 - val_vae_accuracy: 0.9653 Epoch 2519/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.2597 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4004 - vae_accuracy: 0.9130 - val_loss: 27.7416 - val_vae_accuracy: 0.9657 Epoch 2520/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.6073 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4354 - vae_accuracy: 0.9131 - val_loss: 27.7339 - val_vae_accuracy: 0.9657 Epoch 2521/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.4149 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3983 - vae_accuracy: 0.9131 - val_loss: 27.7823 - val_vae_accuracy: 0.9656 Epoch 2522/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.4192 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4338 - vae_accuracy: 0.9131 - val_loss: 27.9562 - val_vae_accuracy: 0.9656 Epoch 2523/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.6144 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4379 - vae_accuracy: 0.9131 - val_loss: 27.8127 - val_vae_accuracy: 0.9658 Epoch 2524/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.4038 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4244 - vae_accuracy: 0.9131 - val_loss: 27.9272 - val_vae_accuracy: 0.9654 Epoch 2525/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.4614 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4259 - vae_accuracy: 0.9131 - val_loss: 27.9902 - val_vae_accuracy: 0.9654 Epoch 2526/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.5123 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4368 - vae_accuracy: 0.9131 - val_loss: 27.9756 - val_vae_accuracy: 0.9656 Epoch 2527/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.4484 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4154 - vae_accuracy: 0.9132 - val_loss: 27.9764 - val_vae_accuracy: 0.9655 Epoch 2528/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.5013 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4444 - vae_accuracy: 0.9131 - val_loss: 27.7744 - val_vae_accuracy: 0.9659 Epoch 2529/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.5429 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4496 - vae_accuracy: 0.9131 - val_loss: 27.9558 - val_vae_accuracy: 0.9655 Epoch 2530/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.4601 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4398 - vae_accuracy: 0.9131 - val_loss: 27.9010 - val_vae_accuracy: 0.9656 Epoch 2531/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.6338 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4342 - vae_accuracy: 0.9131 - val_loss: 27.8518 - val_vae_accuracy: 0.9656 Epoch 2532/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.4400 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4145 - vae_accuracy: 0.9131 - val_loss: 27.7357 - val_vae_accuracy: 0.9656 Epoch 2533/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.3878 - vae_accuracy: 0.9123WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4132 - vae_accuracy: 0.9131 - val_loss: 27.7470 - val_vae_accuracy: 0.9659 Epoch 2534/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.5223 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4375 - vae_accuracy: 0.9131 - val_loss: 27.8206 - val_vae_accuracy: 0.9658 Epoch 2535/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.5605 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4120 - vae_accuracy: 0.9132 - val_loss: 27.8158 - val_vae_accuracy: 0.9656 Epoch 2536/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.4551 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4320 - vae_accuracy: 0.9131 - val_loss: 27.8143 - val_vae_accuracy: 0.9658 Epoch 2537/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.5173 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4390 - vae_accuracy: 0.9131 - val_loss: 27.7797 - val_vae_accuracy: 0.9657 Epoch 2538/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.4049 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4410 - vae_accuracy: 0.9131 - val_loss: 27.8506 - val_vae_accuracy: 0.9656 Epoch 2539/4000 11900/16000 [=====================>........] - ETA: 0s - loss: 28.3581 - vae_accuracy: 0.9137WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4234 - vae_accuracy: 0.9132 - val_loss: 27.9139 - val_vae_accuracy: 0.9656 Epoch 2540/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.3907 - vae_accuracy: 0.9136WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4248 - vae_accuracy: 0.9131 - val_loss: 27.7178 - val_vae_accuracy: 0.9658 Epoch 2541/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.1689 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4097 - vae_accuracy: 0.9132 - val_loss: 27.7814 - val_vae_accuracy: 0.9658 Epoch 2542/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.5542 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4543 - vae_accuracy: 0.9131 - val_loss: 27.9143 - val_vae_accuracy: 0.9655 Epoch 2543/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.4376 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4216 - vae_accuracy: 0.9131 - val_loss: 27.7757 - val_vae_accuracy: 0.9656 Epoch 2544/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.4572 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4499 - vae_accuracy: 0.9130 - val_loss: 27.7662 - val_vae_accuracy: 0.9657 Epoch 2545/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.3584 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4568 - vae_accuracy: 0.9131 - val_loss: 27.7647 - val_vae_accuracy: 0.9657 Epoch 2546/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.4273 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 27.69929991828071 to: 27.609301884969074 saving models 16000/16000 [==============================] - 0s 17us/sample - loss: 28.4273 - vae_accuracy: 0.9131 - val_loss: 27.6093 - val_vae_accuracy: 0.9659 Epoch 2547/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.4806 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4651 - vae_accuracy: 0.9131 - val_loss: 27.9159 - val_vae_accuracy: 0.9656 Epoch 2548/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.4390 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4249 - vae_accuracy: 0.9131 - val_loss: 27.7498 - val_vae_accuracy: 0.9659 Epoch 2549/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.4177 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4141 - vae_accuracy: 0.9131 - val_loss: 27.7142 - val_vae_accuracy: 0.9658 Epoch 2550/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.4497 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4002 - vae_accuracy: 0.9131 - val_loss: 27.8181 - val_vae_accuracy: 0.9656 Epoch 2551/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.4621 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4522 - vae_accuracy: 0.9131 - val_loss: 28.0201 - val_vae_accuracy: 0.9655 Epoch 2552/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.4577 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4368 - vae_accuracy: 0.9131 - val_loss: 27.8318 - val_vae_accuracy: 0.9658 Epoch 2553/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.4442 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4442 - vae_accuracy: 0.9131 - val_loss: 27.7088 - val_vae_accuracy: 0.9659 Epoch 2554/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.4501 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4046 - vae_accuracy: 0.9131 - val_loss: 27.8677 - val_vae_accuracy: 0.9656 Epoch 2555/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.4434 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4273 - vae_accuracy: 0.9131 - val_loss: 27.8753 - val_vae_accuracy: 0.9658 Epoch 2556/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.4085 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4085 - vae_accuracy: 0.9132 - val_loss: 27.8057 - val_vae_accuracy: 0.9657 Epoch 2557/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.3993 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4248 - vae_accuracy: 0.9131 - val_loss: 27.7669 - val_vae_accuracy: 0.9657 Epoch 2558/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.3053 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4259 - vae_accuracy: 0.9130 - val_loss: 27.8378 - val_vae_accuracy: 0.9656 Epoch 2559/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.6235 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4422 - vae_accuracy: 0.9131 - val_loss: 27.7041 - val_vae_accuracy: 0.9660 Epoch 2560/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 28.4025 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4264 - vae_accuracy: 0.9131 - val_loss: 27.9049 - val_vae_accuracy: 0.9657 Epoch 2561/4000 15100/16000 [===========================>..] - ETA: 0s - loss: 28.4232 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4136 - vae_accuracy: 0.9131 - val_loss: 27.8907 - val_vae_accuracy: 0.9657 Epoch 2562/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.4590 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4228 - vae_accuracy: 0.9131 - val_loss: 27.7005 - val_vae_accuracy: 0.9659 Epoch 2563/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 28.4071 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4582 - vae_accuracy: 0.9131 - val_loss: 27.8592 - val_vae_accuracy: 0.9657 Epoch 2564/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.4633 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4271 - vae_accuracy: 0.9132 - val_loss: 27.7419 - val_vae_accuracy: 0.9660 Epoch 2565/4000 14400/16000 [==========================>...] - ETA: 0s - loss: 28.4245 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4420 - vae_accuracy: 0.9132 - val_loss: 27.9491 - val_vae_accuracy: 0.9656 Epoch 2566/4000 14400/16000 [==========================>...] - ETA: 0s - loss: 28.4834 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4396 - vae_accuracy: 0.9131 - val_loss: 27.9444 - val_vae_accuracy: 0.9655 Epoch 2567/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.4131 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4154 - vae_accuracy: 0.9131 - val_loss: 27.7019 - val_vae_accuracy: 0.9659 Epoch 2568/4000 14800/16000 [==========================>...] - ETA: 0s - loss: 28.3772 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.3961 - vae_accuracy: 0.9132 - val_loss: 27.7828 - val_vae_accuracy: 0.9658 Epoch 2569/4000 14600/16000 [==========================>...] - ETA: 0s - loss: 28.4357 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4193 - vae_accuracy: 0.9131 - val_loss: 27.8973 - val_vae_accuracy: 0.9657 Epoch 2570/4000 14400/16000 [==========================>...] - ETA: 0s - loss: 28.2726 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4212 - vae_accuracy: 0.9131 - val_loss: 27.9370 - val_vae_accuracy: 0.9656 Epoch 2571/4000 14800/16000 [==========================>...] - ETA: 0s - loss: 28.4425 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4239 - vae_accuracy: 0.9131 - val_loss: 27.9770 - val_vae_accuracy: 0.9654 Epoch 2572/4000 14400/16000 [==========================>...] - ETA: 0s - loss: 28.4378 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4378 - vae_accuracy: 0.9131 - val_loss: 27.7445 - val_vae_accuracy: 0.9659 Epoch 2573/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.3132 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.3985 - vae_accuracy: 0.9132 - val_loss: 27.7436 - val_vae_accuracy: 0.9658 Epoch 2574/4000 14700/16000 [==========================>...] - ETA: 0s - loss: 28.4445 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.3961 - vae_accuracy: 0.9131 - val_loss: 27.7465 - val_vae_accuracy: 0.9658 Epoch 2575/4000 14600/16000 [==========================>...] - ETA: 0s - loss: 28.2512 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4087 - vae_accuracy: 0.9131 - val_loss: 27.9048 - val_vae_accuracy: 0.9655 Epoch 2576/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.3950 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4436 - vae_accuracy: 0.9131 - val_loss: 27.8766 - val_vae_accuracy: 0.9655 Epoch 2577/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.3318 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4145 - vae_accuracy: 0.9132 - val_loss: 27.9068 - val_vae_accuracy: 0.9656 Epoch 2578/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.3428 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4371 - vae_accuracy: 0.9131 - val_loss: 28.1199 - val_vae_accuracy: 0.9653 Epoch 2579/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.3861 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.3920 - vae_accuracy: 0.9131 - val_loss: 27.8073 - val_vae_accuracy: 0.9657 Epoch 2580/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.3781 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4452 - vae_accuracy: 0.9130 - val_loss: 27.7165 - val_vae_accuracy: 0.9659 Epoch 2581/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.4675 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4356 - vae_accuracy: 0.9132 - val_loss: 27.9369 - val_vae_accuracy: 0.9656 Epoch 2582/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 28.4178 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4082 - vae_accuracy: 0.9132 - val_loss: 27.7651 - val_vae_accuracy: 0.9658 Epoch 2583/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.5426 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4396 - vae_accuracy: 0.9131 - val_loss: 27.8375 - val_vae_accuracy: 0.9656 Epoch 2584/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.3535 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4280 - vae_accuracy: 0.9131 - val_loss: 27.8594 - val_vae_accuracy: 0.9656 Epoch 2585/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.4309 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4073 - vae_accuracy: 0.9132 - val_loss: 27.7207 - val_vae_accuracy: 0.9659 Epoch 2586/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.4714 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4072 - vae_accuracy: 0.9132 - val_loss: 27.7525 - val_vae_accuracy: 0.9658 Epoch 2587/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.4425 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4307 - vae_accuracy: 0.9131 - val_loss: 27.8445 - val_vae_accuracy: 0.9657 Epoch 2588/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.3858 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4286 - vae_accuracy: 0.9131 - val_loss: 27.7873 - val_vae_accuracy: 0.9657 Epoch 2589/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.4786 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 27.609301884969074 to: 27.603945626152885 saving models 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4009 - vae_accuracy: 0.9131 - val_loss: 27.6039 - val_vae_accuracy: 0.9659 Epoch 2590/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.3777 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4143 - vae_accuracy: 0.9131 - val_loss: 27.9101 - val_vae_accuracy: 0.9656 Epoch 2591/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.4292 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4130 - vae_accuracy: 0.9131 - val_loss: 27.8984 - val_vae_accuracy: 0.9656 Epoch 2592/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.4217 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.3789 - vae_accuracy: 0.9131 - val_loss: 27.9045 - val_vae_accuracy: 0.9655 Epoch 2593/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.4876 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4454 - vae_accuracy: 0.9131 - val_loss: 27.8219 - val_vae_accuracy: 0.9657 Epoch 2594/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.4195 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4348 - vae_accuracy: 0.9131 - val_loss: 27.9147 - val_vae_accuracy: 0.9656 Epoch 2595/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.4519 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4227 - vae_accuracy: 0.9131 - val_loss: 27.7945 - val_vae_accuracy: 0.9657 Epoch 2596/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.4680 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4294 - vae_accuracy: 0.9131 - val_loss: 27.8227 - val_vae_accuracy: 0.9657 Epoch 2597/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.3455 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4463 - vae_accuracy: 0.9131 - val_loss: 27.8675 - val_vae_accuracy: 0.9658 Epoch 2598/4000 14000/16000 [=========================>....] - ETA: 0s - loss: 28.4314 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4176 - vae_accuracy: 0.9131 - val_loss: 27.6769 - val_vae_accuracy: 0.9660 Epoch 2599/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.3738 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4010 - vae_accuracy: 0.9132 - val_loss: 27.8202 - val_vae_accuracy: 0.9657 Epoch 2600/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.4095 - vae_accuracy: 0.9136WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4269 - vae_accuracy: 0.9131 - val_loss: 27.8132 - val_vae_accuracy: 0.9658 Epoch 2601/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.5090 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4546 - vae_accuracy: 0.9131 - val_loss: 27.7321 - val_vae_accuracy: 0.9659 Epoch 2602/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.5170 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4320 - vae_accuracy: 0.9131 - val_loss: 27.9540 - val_vae_accuracy: 0.9656 Epoch 2603/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.4119 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4331 - vae_accuracy: 0.9131 - val_loss: 27.8118 - val_vae_accuracy: 0.9657 Epoch 2604/4000 14000/16000 [=========================>....] - ETA: 0s - loss: 28.4003 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4057 - vae_accuracy: 0.9131 - val_loss: 28.0109 - val_vae_accuracy: 0.9655 Epoch 2605/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.4785 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4117 - vae_accuracy: 0.9131 - val_loss: 27.7896 - val_vae_accuracy: 0.9658 Epoch 2606/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.4783 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4292 - vae_accuracy: 0.9131 - val_loss: 27.8949 - val_vae_accuracy: 0.9656 Epoch 2607/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.5228 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4275 - vae_accuracy: 0.9130 - val_loss: 27.8671 - val_vae_accuracy: 0.9655 Epoch 2608/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.3477 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4432 - vae_accuracy: 0.9130 - val_loss: 27.8595 - val_vae_accuracy: 0.9657 Epoch 2609/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.4426 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4068 - vae_accuracy: 0.9131 - val_loss: 27.8369 - val_vae_accuracy: 0.9656 Epoch 2610/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.4486 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4243 - vae_accuracy: 0.9130 - val_loss: 27.6890 - val_vae_accuracy: 0.9659 Epoch 2611/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.4140 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4253 - vae_accuracy: 0.9131 - val_loss: 27.7960 - val_vae_accuracy: 0.9659 Epoch 2612/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.5674 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4370 - vae_accuracy: 0.9132 - val_loss: 27.7703 - val_vae_accuracy: 0.9660 Epoch 2613/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.5287 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4345 - vae_accuracy: 0.9131 - val_loss: 27.8345 - val_vae_accuracy: 0.9656 Epoch 2614/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.3488 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4222 - vae_accuracy: 0.9131 - val_loss: 27.7580 - val_vae_accuracy: 0.9659 Epoch 2615/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.4068 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4068 - vae_accuracy: 0.9131 - val_loss: 27.9067 - val_vae_accuracy: 0.9655 Epoch 2616/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.4029 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4185 - vae_accuracy: 0.9131 - val_loss: 27.8111 - val_vae_accuracy: 0.9657 Epoch 2617/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.4411 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4575 - vae_accuracy: 0.9131 - val_loss: 27.8878 - val_vae_accuracy: 0.9657 Epoch 2618/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.3397 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4725 - vae_accuracy: 0.9131 - val_loss: 27.8353 - val_vae_accuracy: 0.9657 Epoch 2619/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.3791 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4152 - vae_accuracy: 0.9131 - val_loss: 27.7988 - val_vae_accuracy: 0.9657 Epoch 2620/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.4655 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4046 - vae_accuracy: 0.9131 - val_loss: 27.8204 - val_vae_accuracy: 0.9656 Epoch 2621/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.3633 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4408 - vae_accuracy: 0.9131 - val_loss: 27.7975 - val_vae_accuracy: 0.9659 Epoch 2622/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.4589 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4227 - vae_accuracy: 0.9131 - val_loss: 27.6953 - val_vae_accuracy: 0.9658 Epoch 2623/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.4214 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4067 - vae_accuracy: 0.9131 - val_loss: 27.8915 - val_vae_accuracy: 0.9656 Epoch 2624/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.4990 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4190 - vae_accuracy: 0.9131 - val_loss: 27.8412 - val_vae_accuracy: 0.9656 Epoch 2625/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.2858 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4122 - vae_accuracy: 0.9131 - val_loss: 27.8538 - val_vae_accuracy: 0.9656 Epoch 2626/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.3348 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4251 - vae_accuracy: 0.9132 - val_loss: 27.8067 - val_vae_accuracy: 0.9657 Epoch 2627/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.4548 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3944 - vae_accuracy: 0.9131 - val_loss: 27.7656 - val_vae_accuracy: 0.9656 Epoch 2628/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.3918 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4194 - vae_accuracy: 0.9131 - val_loss: 27.7590 - val_vae_accuracy: 0.9658 Epoch 2629/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.4006 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4053 - vae_accuracy: 0.9131 - val_loss: 27.8969 - val_vae_accuracy: 0.9656 Epoch 2630/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.5318 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4661 - vae_accuracy: 0.9130 - val_loss: 27.8460 - val_vae_accuracy: 0.9654 Epoch 2631/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.3987 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4346 - vae_accuracy: 0.9131 - val_loss: 27.7664 - val_vae_accuracy: 0.9657 Epoch 2632/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.5082 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3862 - vae_accuracy: 0.9131 - val_loss: 27.6920 - val_vae_accuracy: 0.9659 Epoch 2633/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.4999 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4358 - vae_accuracy: 0.9132 - val_loss: 27.7536 - val_vae_accuracy: 0.9658 Epoch 2634/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.4839 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4111 - vae_accuracy: 0.9131 - val_loss: 27.8991 - val_vae_accuracy: 0.9656 Epoch 2635/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.4968 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4119 - vae_accuracy: 0.9131 - val_loss: 27.7826 - val_vae_accuracy: 0.9659 Epoch 2636/4000 14500/16000 [==========================>...] - ETA: 0s - loss: 28.4347 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4339 - vae_accuracy: 0.9131 - val_loss: 27.8085 - val_vae_accuracy: 0.9658 Epoch 2637/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.3087 - vae_accuracy: 0.9136WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4023 - vae_accuracy: 0.9131 - val_loss: 27.7910 - val_vae_accuracy: 0.9657 Epoch 2638/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.3616 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4175 - vae_accuracy: 0.9131 - val_loss: 27.8054 - val_vae_accuracy: 0.9657 Epoch 2639/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.4623 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4245 - vae_accuracy: 0.9132 - val_loss: 27.7801 - val_vae_accuracy: 0.9658 Epoch 2640/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.4313 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3964 - vae_accuracy: 0.9131 - val_loss: 27.9810 - val_vae_accuracy: 0.9654 Epoch 2641/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.3606 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4106 - vae_accuracy: 0.9131 - val_loss: 27.8602 - val_vae_accuracy: 0.9657 Epoch 2642/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.4037 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4219 - vae_accuracy: 0.9131 - val_loss: 27.9305 - val_vae_accuracy: 0.9655 Epoch 2643/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.3379 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4121 - vae_accuracy: 0.9131 - val_loss: 27.7082 - val_vae_accuracy: 0.9658 Epoch 2644/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.4417 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3926 - vae_accuracy: 0.9131 - val_loss: 27.8029 - val_vae_accuracy: 0.9659 Epoch 2645/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.4545 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4389 - vae_accuracy: 0.9131 - val_loss: 27.9735 - val_vae_accuracy: 0.9656 Epoch 2646/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.4603 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4264 - vae_accuracy: 0.9131 - val_loss: 27.8343 - val_vae_accuracy: 0.9657 Epoch 2647/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.4690 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4549 - vae_accuracy: 0.9130 - val_loss: 27.8426 - val_vae_accuracy: 0.9657 Epoch 2648/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.3568 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3959 - vae_accuracy: 0.9132 - val_loss: 27.8721 - val_vae_accuracy: 0.9657 Epoch 2649/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.3851 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4060 - vae_accuracy: 0.9131 - val_loss: 27.7602 - val_vae_accuracy: 0.9658 Epoch 2650/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.4484 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4303 - vae_accuracy: 0.9131 - val_loss: 27.8514 - val_vae_accuracy: 0.9657 Epoch 2651/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.3510 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4117 - vae_accuracy: 0.9131 - val_loss: 27.9618 - val_vae_accuracy: 0.9655 Epoch 2652/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.3872 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4151 - vae_accuracy: 0.9132 - val_loss: 27.8686 - val_vae_accuracy: 0.9657 Epoch 2653/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.3575 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4068 - vae_accuracy: 0.9131 - val_loss: 27.8750 - val_vae_accuracy: 0.9658 Epoch 2654/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.3997 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4460 - vae_accuracy: 0.9131 - val_loss: 27.7840 - val_vae_accuracy: 0.9658 Epoch 2655/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.5484 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4339 - vae_accuracy: 0.9131 - val_loss: 27.8138 - val_vae_accuracy: 0.9658 Epoch 2656/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.4293 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4311 - vae_accuracy: 0.9131 - val_loss: 27.9140 - val_vae_accuracy: 0.9656 Epoch 2657/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.3517 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4251 - vae_accuracy: 0.9131 - val_loss: 27.9823 - val_vae_accuracy: 0.9655 Epoch 2658/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.6705 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4811 - vae_accuracy: 0.9132 - val_loss: 27.9302 - val_vae_accuracy: 0.9656 Epoch 2659/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.3811 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4234 - vae_accuracy: 0.9132 - val_loss: 27.6722 - val_vae_accuracy: 0.9659 Epoch 2660/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.4449 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4546 - vae_accuracy: 0.9131 - val_loss: 27.8890 - val_vae_accuracy: 0.9656 Epoch 2661/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.4082 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4042 - vae_accuracy: 0.9131 - val_loss: 27.9127 - val_vae_accuracy: 0.9656 Epoch 2662/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.4878 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4355 - vae_accuracy: 0.9131 - val_loss: 27.7668 - val_vae_accuracy: 0.9658 Epoch 2663/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.4676 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4183 - vae_accuracy: 0.9131 - val_loss: 27.8279 - val_vae_accuracy: 0.9657 Epoch 2664/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.4495 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4161 - vae_accuracy: 0.9131 - val_loss: 27.7172 - val_vae_accuracy: 0.9660 Epoch 2665/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.5041 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4403 - vae_accuracy: 0.9131 - val_loss: 27.7935 - val_vae_accuracy: 0.9657 Epoch 2666/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.5387 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4133 - vae_accuracy: 0.9132 - val_loss: 27.8952 - val_vae_accuracy: 0.9656 Epoch 2667/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.3546 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3984 - vae_accuracy: 0.9131 - val_loss: 27.7157 - val_vae_accuracy: 0.9659 Epoch 2668/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.4708 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4078 - vae_accuracy: 0.9132 - val_loss: 27.9174 - val_vae_accuracy: 0.9658 Epoch 2669/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.4636 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4130 - vae_accuracy: 0.9132 - val_loss: 27.8385 - val_vae_accuracy: 0.9658 Epoch 2670/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.4212 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4212 - vae_accuracy: 0.9132 - val_loss: 27.7491 - val_vae_accuracy: 0.9659 Epoch 2671/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.3060 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4510 - vae_accuracy: 0.9131 - val_loss: 27.7580 - val_vae_accuracy: 0.9659 Epoch 2672/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.5106 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4129 - vae_accuracy: 0.9131 - val_loss: 27.7932 - val_vae_accuracy: 0.9657 Epoch 2673/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.5529 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3958 - vae_accuracy: 0.9130 - val_loss: 27.9329 - val_vae_accuracy: 0.9656 Epoch 2674/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.5523 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4260 - vae_accuracy: 0.9131 - val_loss: 27.7915 - val_vae_accuracy: 0.9659 Epoch 2675/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.4818 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4427 - vae_accuracy: 0.9131 - val_loss: 27.7516 - val_vae_accuracy: 0.9659 Epoch 2676/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.4241 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4241 - vae_accuracy: 0.9132 - val_loss: 27.8962 - val_vae_accuracy: 0.9656 Epoch 2677/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.4635 - vae_accuracy: 0.9122WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4443 - vae_accuracy: 0.9130 - val_loss: 27.7795 - val_vae_accuracy: 0.9659 Epoch 2678/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.5994 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4228 - vae_accuracy: 0.9131 - val_loss: 27.9817 - val_vae_accuracy: 0.9654 Epoch 2679/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.3892 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4034 - vae_accuracy: 0.9131 - val_loss: 27.8276 - val_vae_accuracy: 0.9657 Epoch 2680/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.4396 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4042 - vae_accuracy: 0.9132 - val_loss: 27.7865 - val_vae_accuracy: 0.9658 Epoch 2681/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.5095 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3935 - vae_accuracy: 0.9131 - val_loss: 27.7651 - val_vae_accuracy: 0.9657 Epoch 2682/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.4481 - vae_accuracy: 0.9136WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4049 - vae_accuracy: 0.9131 - val_loss: 27.8897 - val_vae_accuracy: 0.9656 Epoch 2683/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.4015 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4117 - vae_accuracy: 0.9131 - val_loss: 27.7094 - val_vae_accuracy: 0.9659 Epoch 2684/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.2236 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3953 - vae_accuracy: 0.9131 - val_loss: 27.7822 - val_vae_accuracy: 0.9657 Epoch 2685/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.5597 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4026 - vae_accuracy: 0.9131 - val_loss: 27.7089 - val_vae_accuracy: 0.9659 Epoch 2686/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.4446 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4258 - vae_accuracy: 0.9132 - val_loss: 27.7632 - val_vae_accuracy: 0.9659 Epoch 2687/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.3698 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4157 - vae_accuracy: 0.9131 - val_loss: 27.6385 - val_vae_accuracy: 0.9659 Epoch 2688/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.3367 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4723 - vae_accuracy: 0.9131 - val_loss: 27.7042 - val_vae_accuracy: 0.9660 Epoch 2689/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.3983 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3983 - vae_accuracy: 0.9132 - val_loss: 27.9552 - val_vae_accuracy: 0.9655 Epoch 2690/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.5000 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4535 - vae_accuracy: 0.9131 - val_loss: 27.7214 - val_vae_accuracy: 0.9660 Epoch 2691/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.4316 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4398 - vae_accuracy: 0.9131 - val_loss: 27.9593 - val_vae_accuracy: 0.9656 Epoch 2692/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.3962 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4410 - vae_accuracy: 0.9132 - val_loss: 27.7520 - val_vae_accuracy: 0.9660 Epoch 2693/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.5002 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3975 - vae_accuracy: 0.9132 - val_loss: 27.7343 - val_vae_accuracy: 0.9660 Epoch 2694/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.4512 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4001 - vae_accuracy: 0.9132 - val_loss: 27.7268 - val_vae_accuracy: 0.9659 Epoch 2695/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.4031 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4154 - vae_accuracy: 0.9131 - val_loss: 27.7510 - val_vae_accuracy: 0.9660 Epoch 2696/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.3848 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4100 - vae_accuracy: 0.9132 - val_loss: 27.9263 - val_vae_accuracy: 0.9657 Epoch 2697/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.4497 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4497 - vae_accuracy: 0.9131 - val_loss: 27.9100 - val_vae_accuracy: 0.9657 Epoch 2698/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.3969 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3952 - vae_accuracy: 0.9131 - val_loss: 27.8966 - val_vae_accuracy: 0.9656 Epoch 2699/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.4765 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4120 - vae_accuracy: 0.9130 - val_loss: 27.9280 - val_vae_accuracy: 0.9657 Epoch 2700/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.3994 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4176 - vae_accuracy: 0.9131 - val_loss: 27.8207 - val_vae_accuracy: 0.9657 Epoch 2701/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.3594 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4050 - vae_accuracy: 0.9131 - val_loss: 27.8245 - val_vae_accuracy: 0.9658 Epoch 2702/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.4328 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3965 - vae_accuracy: 0.9132 - val_loss: 27.7193 - val_vae_accuracy: 0.9659 Epoch 2703/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.3776 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4015 - vae_accuracy: 0.9132 - val_loss: 27.7736 - val_vae_accuracy: 0.9657 Epoch 2704/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.3880 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3962 - vae_accuracy: 0.9132 - val_loss: 27.7860 - val_vae_accuracy: 0.9658 Epoch 2705/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.5420 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3980 - vae_accuracy: 0.9132 - val_loss: 27.8225 - val_vae_accuracy: 0.9658 Epoch 2706/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.4644 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4296 - vae_accuracy: 0.9131 - val_loss: 27.8404 - val_vae_accuracy: 0.9658 Epoch 2707/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.1995 - vae_accuracy: 0.9138WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3990 - vae_accuracy: 0.9132 - val_loss: 27.7821 - val_vae_accuracy: 0.9658 Epoch 2708/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.4257 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4141 - vae_accuracy: 0.9131 - val_loss: 27.8104 - val_vae_accuracy: 0.9658 Epoch 2709/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.3157 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4061 - vae_accuracy: 0.9131 - val_loss: 27.7190 - val_vae_accuracy: 0.9659 Epoch 2710/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.3612 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4134 - vae_accuracy: 0.9131 - val_loss: 27.7537 - val_vae_accuracy: 0.9659 Epoch 2711/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.3570 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3963 - vae_accuracy: 0.9131 - val_loss: 27.8567 - val_vae_accuracy: 0.9657 Epoch 2712/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.4323 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4046 - vae_accuracy: 0.9132 - val_loss: 27.8171 - val_vae_accuracy: 0.9658 Epoch 2713/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.3157 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4130 - vae_accuracy: 0.9131 - val_loss: 27.8837 - val_vae_accuracy: 0.9658 Epoch 2714/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.3319 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4180 - vae_accuracy: 0.9131 - val_loss: 27.8454 - val_vae_accuracy: 0.9657 Epoch 2715/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.3888 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4207 - vae_accuracy: 0.9131 - val_loss: 27.8757 - val_vae_accuracy: 0.9657 Epoch 2716/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.2998 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3870 - vae_accuracy: 0.9131 - val_loss: 27.8958 - val_vae_accuracy: 0.9657 Epoch 2717/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.3153 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4334 - vae_accuracy: 0.9130 - val_loss: 27.8189 - val_vae_accuracy: 0.9657 Epoch 2718/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.4385 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3997 - vae_accuracy: 0.9131 - val_loss: 27.8484 - val_vae_accuracy: 0.9657 Epoch 2719/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.4327 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4145 - vae_accuracy: 0.9131 - val_loss: 27.8912 - val_vae_accuracy: 0.9657 Epoch 2720/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.3171 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3933 - vae_accuracy: 0.9132 - val_loss: 27.8494 - val_vae_accuracy: 0.9657 Epoch 2721/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.3060 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4427 - vae_accuracy: 0.9130 - val_loss: 27.7516 - val_vae_accuracy: 0.9658 Epoch 2722/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.3980 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4105 - vae_accuracy: 0.9131 - val_loss: 27.7223 - val_vae_accuracy: 0.9659 Epoch 2723/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.3454 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3960 - vae_accuracy: 0.9131 - val_loss: 27.9210 - val_vae_accuracy: 0.9655 Epoch 2724/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.4696 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4292 - vae_accuracy: 0.9131 - val_loss: 27.8804 - val_vae_accuracy: 0.9657 Epoch 2725/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.4784 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4096 - vae_accuracy: 0.9131 - val_loss: 27.8165 - val_vae_accuracy: 0.9656 Epoch 2726/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.3973 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3895 - vae_accuracy: 0.9132 - val_loss: 27.7994 - val_vae_accuracy: 0.9658 Epoch 2727/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.4344 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4015 - vae_accuracy: 0.9132 - val_loss: 27.7702 - val_vae_accuracy: 0.9658 Epoch 2728/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.4149 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4133 - vae_accuracy: 0.9132 - val_loss: 27.7048 - val_vae_accuracy: 0.9659 Epoch 2729/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.4601 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4099 - vae_accuracy: 0.9131 - val_loss: 27.8922 - val_vae_accuracy: 0.9656 Epoch 2730/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.3951 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4026 - vae_accuracy: 0.9131 - val_loss: 27.8478 - val_vae_accuracy: 0.9658 Epoch 2731/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.4255 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3890 - vae_accuracy: 0.9132 - val_loss: 27.8874 - val_vae_accuracy: 0.9657 Epoch 2732/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.3807 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3943 - vae_accuracy: 0.9131 - val_loss: 27.8230 - val_vae_accuracy: 0.9657 Epoch 2733/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.4254 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4254 - vae_accuracy: 0.9131 - val_loss: 27.9058 - val_vae_accuracy: 0.9656 Epoch 2734/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.3468 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3910 - vae_accuracy: 0.9131 - val_loss: 27.8730 - val_vae_accuracy: 0.9657 Epoch 2735/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.5547 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4130 - vae_accuracy: 0.9131 - val_loss: 27.9672 - val_vae_accuracy: 0.9655 Epoch 2736/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.4684 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4161 - vae_accuracy: 0.9131 - val_loss: 27.8966 - val_vae_accuracy: 0.9655 Epoch 2737/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.1690 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4234 - vae_accuracy: 0.9131 - val_loss: 27.8069 - val_vae_accuracy: 0.9659 Epoch 2738/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.4371 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3643 - vae_accuracy: 0.9131 - val_loss: 27.8486 - val_vae_accuracy: 0.9657 Epoch 2739/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.3909 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3960 - vae_accuracy: 0.9131 - val_loss: 27.7029 - val_vae_accuracy: 0.9659 Epoch 2740/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.4087 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3869 - vae_accuracy: 0.9131 - val_loss: 27.8636 - val_vae_accuracy: 0.9657 Epoch 2741/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.4040 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4012 - vae_accuracy: 0.9131 - val_loss: 27.8172 - val_vae_accuracy: 0.9657 Epoch 2742/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.4587 - vae_accuracy: 0.9137WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4450 - vae_accuracy: 0.9131 - val_loss: 27.7595 - val_vae_accuracy: 0.9659 Epoch 2743/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.5079 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3988 - vae_accuracy: 0.9132 - val_loss: 27.9702 - val_vae_accuracy: 0.9657 Epoch 2744/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.4233 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4153 - vae_accuracy: 0.9132 - val_loss: 27.7688 - val_vae_accuracy: 0.9658 Epoch 2745/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.4397 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3831 - vae_accuracy: 0.9131 - val_loss: 27.8304 - val_vae_accuracy: 0.9656 Epoch 2746/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.3784 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3880 - vae_accuracy: 0.9131 - val_loss: 27.9251 - val_vae_accuracy: 0.9656 Epoch 2747/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.4150 - vae_accuracy: 0.9136WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4302 - vae_accuracy: 0.9131 - val_loss: 27.8942 - val_vae_accuracy: 0.9657 Epoch 2748/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.3892 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3917 - vae_accuracy: 0.9131 - val_loss: 27.7379 - val_vae_accuracy: 0.9658 Epoch 2749/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.3123 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4238 - vae_accuracy: 0.9130 - val_loss: 27.7801 - val_vae_accuracy: 0.9658 Epoch 2750/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.3944 - vae_accuracy: 0.9136WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4240 - vae_accuracy: 0.9131 - val_loss: 27.7135 - val_vae_accuracy: 0.9660 Epoch 2751/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.3866 - vae_accuracy: 0.9136WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4282 - vae_accuracy: 0.9132 - val_loss: 27.9043 - val_vae_accuracy: 0.9656 Epoch 2752/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.4851 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3951 - vae_accuracy: 0.9131 - val_loss: 27.7937 - val_vae_accuracy: 0.9657 Epoch 2753/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.5294 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3931 - vae_accuracy: 0.9132 - val_loss: 27.9010 - val_vae_accuracy: 0.9656 Epoch 2754/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.2668 - vae_accuracy: 0.9137WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3855 - vae_accuracy: 0.9132 - val_loss: 27.7726 - val_vae_accuracy: 0.9657 Epoch 2755/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.4634 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4104 - vae_accuracy: 0.9131 - val_loss: 27.8577 - val_vae_accuracy: 0.9657 Epoch 2756/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.4149 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4546 - vae_accuracy: 0.9131 - val_loss: 28.0274 - val_vae_accuracy: 0.9654 Epoch 2757/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.2454 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4025 - vae_accuracy: 0.9131 - val_loss: 27.8267 - val_vae_accuracy: 0.9658 Epoch 2758/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.4593 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4062 - vae_accuracy: 0.9131 - val_loss: 27.8488 - val_vae_accuracy: 0.9656 Epoch 2759/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.4226 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3911 - vae_accuracy: 0.9131 - val_loss: 27.8646 - val_vae_accuracy: 0.9656 Epoch 2760/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.5016 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4074 - vae_accuracy: 0.9131 - val_loss: 27.8314 - val_vae_accuracy: 0.9657 Epoch 2761/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.3420 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3964 - vae_accuracy: 0.9131 - val_loss: 27.6853 - val_vae_accuracy: 0.9658 Epoch 2762/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.3532 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3967 - vae_accuracy: 0.9130 - val_loss: 27.8044 - val_vae_accuracy: 0.9657 Epoch 2763/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.4962 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4155 - vae_accuracy: 0.9130 - val_loss: 27.9834 - val_vae_accuracy: 0.9655 Epoch 2764/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.2164 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3774 - vae_accuracy: 0.9131 - val_loss: 27.7621 - val_vae_accuracy: 0.9658 Epoch 2765/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.3216 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4194 - vae_accuracy: 0.9131 - val_loss: 27.8526 - val_vae_accuracy: 0.9658 Epoch 2766/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.4095 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4505 - vae_accuracy: 0.9131 - val_loss: 27.6508 - val_vae_accuracy: 0.9660 Epoch 2767/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.4140 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4163 - vae_accuracy: 0.9131 - val_loss: 27.8645 - val_vae_accuracy: 0.9656 Epoch 2768/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.4172 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4121 - vae_accuracy: 0.9131 - val_loss: 27.6528 - val_vae_accuracy: 0.9661 Epoch 2769/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.4139 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3791 - vae_accuracy: 0.9132 - val_loss: 27.7898 - val_vae_accuracy: 0.9657 Epoch 2770/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.4159 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy loss improoved from: 27.603945626152885 to: 27.580661137898762 saving models 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4189 - vae_accuracy: 0.9132 - val_loss: 27.5807 - val_vae_accuracy: 0.9660 Epoch 2771/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.3762 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.3886 - vae_accuracy: 0.9132 - val_loss: 27.9450 - val_vae_accuracy: 0.9656 Epoch 2772/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.4439 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4118 - vae_accuracy: 0.9132 - val_loss: 28.0126 - val_vae_accuracy: 0.9654 Epoch 2773/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.3398 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4022 - vae_accuracy: 0.9131 - val_loss: 27.8757 - val_vae_accuracy: 0.9656 Epoch 2774/4000 14500/16000 [==========================>...] - ETA: 0s - loss: 28.3099 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.3968 - vae_accuracy: 0.9131 - val_loss: 27.7483 - val_vae_accuracy: 0.9658 Epoch 2775/4000 14400/16000 [==========================>...] - ETA: 0s - loss: 28.3736 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.3822 - vae_accuracy: 0.9132 - val_loss: 27.6969 - val_vae_accuracy: 0.9659 Epoch 2776/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.3876 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4289 - vae_accuracy: 0.9131 - val_loss: 27.9028 - val_vae_accuracy: 0.9658 Epoch 2777/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.4295 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4031 - vae_accuracy: 0.9132 - val_loss: 27.7043 - val_vae_accuracy: 0.9659 Epoch 2778/4000 14600/16000 [==========================>...] - ETA: 0s - loss: 28.4766 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4105 - vae_accuracy: 0.9131 - val_loss: 27.8369 - val_vae_accuracy: 0.9658 Epoch 2779/4000 14600/16000 [==========================>...] - ETA: 0s - loss: 28.4099 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4190 - vae_accuracy: 0.9131 - val_loss: 27.8010 - val_vae_accuracy: 0.9657 Epoch 2780/4000 14300/16000 [=========================>....] - ETA: 0s - loss: 28.4125 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4052 - vae_accuracy: 0.9131 - val_loss: 27.9045 - val_vae_accuracy: 0.9656 Epoch 2781/4000 14600/16000 [==========================>...] - ETA: 0s - loss: 28.2957 - vae_accuracy: 0.9136WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.3891 - vae_accuracy: 0.9131 - val_loss: 27.7211 - val_vae_accuracy: 0.9659 Epoch 2782/4000 14700/16000 [==========================>...] - ETA: 0s - loss: 28.4599 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.3987 - vae_accuracy: 0.9132 - val_loss: 27.8165 - val_vae_accuracy: 0.9658 Epoch 2783/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.4221 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4290 - vae_accuracy: 0.9132 - val_loss: 27.6841 - val_vae_accuracy: 0.9659 Epoch 2784/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.3581 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.3929 - vae_accuracy: 0.9131 - val_loss: 27.7837 - val_vae_accuracy: 0.9658 Epoch 2785/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.4535 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4116 - vae_accuracy: 0.9131 - val_loss: 27.8552 - val_vae_accuracy: 0.9656 Epoch 2786/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.3363 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4168 - vae_accuracy: 0.9131 - val_loss: 27.7782 - val_vae_accuracy: 0.9659 Epoch 2787/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.4332 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3770 - vae_accuracy: 0.9131 - val_loss: 27.8692 - val_vae_accuracy: 0.9656 Epoch 2788/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.3255 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4184 - vae_accuracy: 0.9131 - val_loss: 27.7403 - val_vae_accuracy: 0.9659 Epoch 2789/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.4953 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4360 - vae_accuracy: 0.9131 - val_loss: 27.8339 - val_vae_accuracy: 0.9657 Epoch 2790/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.3043 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4034 - vae_accuracy: 0.9131 - val_loss: 27.7523 - val_vae_accuracy: 0.9658 Epoch 2791/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.3729 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4169 - vae_accuracy: 0.9132 - val_loss: 27.7777 - val_vae_accuracy: 0.9659 Epoch 2792/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.3813 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3983 - vae_accuracy: 0.9132 - val_loss: 27.7531 - val_vae_accuracy: 0.9659 Epoch 2793/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.4847 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4833 - vae_accuracy: 0.9130 - val_loss: 27.8971 - val_vae_accuracy: 0.9656 Epoch 2794/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.4112 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4378 - vae_accuracy: 0.9131 - val_loss: 27.6541 - val_vae_accuracy: 0.9659 Epoch 2795/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.5185 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4592 - vae_accuracy: 0.9130 - val_loss: 27.7921 - val_vae_accuracy: 0.9657 Epoch 2796/4000 14000/16000 [=========================>....] - ETA: 0s - loss: 28.4942 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4223 - vae_accuracy: 0.9131 - val_loss: 27.8959 - val_vae_accuracy: 0.9657 Epoch 2797/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.4782 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4621 - vae_accuracy: 0.9131 - val_loss: 27.8165 - val_vae_accuracy: 0.9658 Epoch 2798/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.4762 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4179 - vae_accuracy: 0.9131 - val_loss: 27.8874 - val_vae_accuracy: 0.9656 Epoch 2799/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.3729 - vae_accuracy: 0.9136WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4234 - vae_accuracy: 0.9131 - val_loss: 27.7399 - val_vae_accuracy: 0.9659 Epoch 2800/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.4018 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3978 - vae_accuracy: 0.9131 - val_loss: 27.8226 - val_vae_accuracy: 0.9657 Epoch 2801/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.5056 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4214 - vae_accuracy: 0.9131 - val_loss: 27.7536 - val_vae_accuracy: 0.9658 Epoch 2802/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.4204 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4226 - vae_accuracy: 0.9131 - val_loss: 27.7813 - val_vae_accuracy: 0.9659 Epoch 2803/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.3721 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4058 - vae_accuracy: 0.9131 - val_loss: 27.8283 - val_vae_accuracy: 0.9658 Epoch 2804/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.5005 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4259 - vae_accuracy: 0.9132 - val_loss: 27.8844 - val_vae_accuracy: 0.9656 Epoch 2805/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.4475 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4553 - vae_accuracy: 0.9130 - val_loss: 27.6740 - val_vae_accuracy: 0.9659 Epoch 2806/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.4163 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4084 - vae_accuracy: 0.9131 - val_loss: 27.8278 - val_vae_accuracy: 0.9657 Epoch 2807/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.4912 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4021 - vae_accuracy: 0.9131 - val_loss: 27.8006 - val_vae_accuracy: 0.9657 Epoch 2808/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.4655 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3972 - vae_accuracy: 0.9132 - val_loss: 27.6955 - val_vae_accuracy: 0.9659 Epoch 2809/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.3545 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4210 - vae_accuracy: 0.9131 - val_loss: 27.7525 - val_vae_accuracy: 0.9658 Epoch 2810/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.4177 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4430 - vae_accuracy: 0.9131 - val_loss: 27.8451 - val_vae_accuracy: 0.9657 Epoch 2811/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.3219 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4020 - vae_accuracy: 0.9132 - val_loss: 27.6651 - val_vae_accuracy: 0.9658 Epoch 2812/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.3469 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3996 - vae_accuracy: 0.9131 - val_loss: 27.9095 - val_vae_accuracy: 0.9655 Epoch 2813/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.4213 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4011 - vae_accuracy: 0.9131 - val_loss: 27.7213 - val_vae_accuracy: 0.9659 Epoch 2814/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.2647 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4141 - vae_accuracy: 0.9131 - val_loss: 27.9850 - val_vae_accuracy: 0.9655 Epoch 2815/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.2615 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4263 - vae_accuracy: 0.9131 - val_loss: 27.7761 - val_vae_accuracy: 0.9657 Epoch 2816/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.3556 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3959 - vae_accuracy: 0.9132 - val_loss: 27.8273 - val_vae_accuracy: 0.9659 Epoch 2817/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.4320 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4171 - vae_accuracy: 0.9131 - val_loss: 27.8322 - val_vae_accuracy: 0.9658 Epoch 2818/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.4690 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4581 - vae_accuracy: 0.9131 - val_loss: 27.7247 - val_vae_accuracy: 0.9658 Epoch 2819/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.3941 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4230 - vae_accuracy: 0.9131 - val_loss: 27.8575 - val_vae_accuracy: 0.9657 Epoch 2820/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.3789 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3986 - vae_accuracy: 0.9131 - val_loss: 27.8155 - val_vae_accuracy: 0.9657 Epoch 2821/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.4097 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3920 - vae_accuracy: 0.9131 - val_loss: 27.8582 - val_vae_accuracy: 0.9656 Epoch 2822/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.2810 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4347 - vae_accuracy: 0.9130 - val_loss: 27.9175 - val_vae_accuracy: 0.9657 Epoch 2823/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.3630 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3984 - vae_accuracy: 0.9131 - val_loss: 27.8798 - val_vae_accuracy: 0.9657 Epoch 2824/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.3139 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3807 - vae_accuracy: 0.9132 - val_loss: 28.0250 - val_vae_accuracy: 0.9655 Epoch 2825/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.3617 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4012 - vae_accuracy: 0.9131 - val_loss: 27.7708 - val_vae_accuracy: 0.9658 Epoch 2826/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.3468 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3932 - vae_accuracy: 0.9131 - val_loss: 27.9385 - val_vae_accuracy: 0.9655 Epoch 2827/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.3440 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4067 - vae_accuracy: 0.9131 - val_loss: 27.9410 - val_vae_accuracy: 0.9655 Epoch 2828/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.4335 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4324 - vae_accuracy: 0.9132 - val_loss: 27.7930 - val_vae_accuracy: 0.9659 Epoch 2829/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.4020 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4087 - vae_accuracy: 0.9131 - val_loss: 27.7812 - val_vae_accuracy: 0.9658 Epoch 2830/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.4833 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4106 - vae_accuracy: 0.9131 - val_loss: 27.9581 - val_vae_accuracy: 0.9656 Epoch 2831/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.3110 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3846 - vae_accuracy: 0.9131 - val_loss: 27.7831 - val_vae_accuracy: 0.9658 Epoch 2832/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.4347 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4369 - vae_accuracy: 0.9130 - val_loss: 27.8010 - val_vae_accuracy: 0.9657 Epoch 2833/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.3775 - vae_accuracy: 0.9137WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3990 - vae_accuracy: 0.9131 - val_loss: 27.8472 - val_vae_accuracy: 0.9659 Epoch 2834/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.2648 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4010 - vae_accuracy: 0.9132 - val_loss: 27.8395 - val_vae_accuracy: 0.9657 Epoch 2835/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.5590 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4474 - vae_accuracy: 0.9131 - val_loss: 27.9006 - val_vae_accuracy: 0.9657 Epoch 2836/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.3239 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3853 - vae_accuracy: 0.9131 - val_loss: 27.8765 - val_vae_accuracy: 0.9658 Epoch 2837/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.3698 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4171 - vae_accuracy: 0.9131 - val_loss: 27.8725 - val_vae_accuracy: 0.9658 Epoch 2838/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.5455 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3963 - vae_accuracy: 0.9131 - val_loss: 27.7615 - val_vae_accuracy: 0.9659 Epoch 2839/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.5881 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4246 - vae_accuracy: 0.9131 - val_loss: 27.9540 - val_vae_accuracy: 0.9657 Epoch 2840/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.3839 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3839 - vae_accuracy: 0.9132 - val_loss: 27.8845 - val_vae_accuracy: 0.9658 Epoch 2841/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.4839 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4214 - vae_accuracy: 0.9131 - val_loss: 27.8916 - val_vae_accuracy: 0.9659 Epoch 2842/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.4214 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4746 - vae_accuracy: 0.9131 - val_loss: 27.8346 - val_vae_accuracy: 0.9658 Epoch 2843/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.4408 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4011 - vae_accuracy: 0.9131 - val_loss: 27.8918 - val_vae_accuracy: 0.9657 Epoch 2844/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.3658 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4264 - vae_accuracy: 0.9131 - val_loss: 27.9093 - val_vae_accuracy: 0.9658 Epoch 2845/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.5562 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4083 - vae_accuracy: 0.9132 - val_loss: 27.6995 - val_vae_accuracy: 0.9661 Epoch 2846/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.4221 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4025 - vae_accuracy: 0.9131 - val_loss: 27.8534 - val_vae_accuracy: 0.9659 Epoch 2847/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.4173 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3555 - vae_accuracy: 0.9132 - val_loss: 27.9108 - val_vae_accuracy: 0.9657 Epoch 2848/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.4844 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4019 - vae_accuracy: 0.9131 - val_loss: 27.8470 - val_vae_accuracy: 0.9659 Epoch 2849/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.4416 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3956 - vae_accuracy: 0.9131 - val_loss: 27.8134 - val_vae_accuracy: 0.9659 Epoch 2850/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.5467 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3719 - vae_accuracy: 0.9131 - val_loss: 27.9494 - val_vae_accuracy: 0.9658 Epoch 2851/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.4514 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3674 - vae_accuracy: 0.9132 - val_loss: 27.9064 - val_vae_accuracy: 0.9657 Epoch 2852/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.3734 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3969 - vae_accuracy: 0.9130 - val_loss: 27.9858 - val_vae_accuracy: 0.9655 Epoch 2853/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.3292 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4019 - vae_accuracy: 0.9131 - val_loss: 28.0831 - val_vae_accuracy: 0.9655 Epoch 2854/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.4569 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4123 - vae_accuracy: 0.9131 - val_loss: 28.0243 - val_vae_accuracy: 0.9656 Epoch 2855/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.4080 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4080 - vae_accuracy: 0.9132 - val_loss: 27.7474 - val_vae_accuracy: 0.9659 Epoch 2856/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.2507 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3653 - vae_accuracy: 0.9132 - val_loss: 27.9910 - val_vae_accuracy: 0.9657 Epoch 2857/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.4659 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3788 - vae_accuracy: 0.9132 - val_loss: 27.8736 - val_vae_accuracy: 0.9658 Epoch 2858/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.5057 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4034 - vae_accuracy: 0.9132 - val_loss: 27.8929 - val_vae_accuracy: 0.9657 Epoch 2859/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.6239 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4132 - vae_accuracy: 0.9130 - val_loss: 27.8342 - val_vae_accuracy: 0.9656 Epoch 2860/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.3202 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4297 - vae_accuracy: 0.9130 - val_loss: 27.9907 - val_vae_accuracy: 0.9655 Epoch 2861/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.2635 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3593 - vae_accuracy: 0.9132 - val_loss: 27.8244 - val_vae_accuracy: 0.9659 Epoch 2862/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.2953 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3896 - vae_accuracy: 0.9131 - val_loss: 27.9540 - val_vae_accuracy: 0.9656 Epoch 2863/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.4865 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3935 - vae_accuracy: 0.9131 - val_loss: 27.8320 - val_vae_accuracy: 0.9659 Epoch 2864/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.3843 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4150 - vae_accuracy: 0.9131 - val_loss: 27.8078 - val_vae_accuracy: 0.9659 Epoch 2865/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.3519 - vae_accuracy: 0.9137WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3837 - vae_accuracy: 0.9131 - val_loss: 27.8286 - val_vae_accuracy: 0.9658 Epoch 2866/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.4430 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3812 - vae_accuracy: 0.9132 - val_loss: 27.8356 - val_vae_accuracy: 0.9659 Epoch 2867/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.3758 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3839 - vae_accuracy: 0.9132 - val_loss: 27.7095 - val_vae_accuracy: 0.9659 Epoch 2868/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.4533 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4084 - vae_accuracy: 0.9131 - val_loss: 27.7554 - val_vae_accuracy: 0.9659 Epoch 2869/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.3435 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4221 - vae_accuracy: 0.9132 - val_loss: 27.8333 - val_vae_accuracy: 0.9657 Epoch 2870/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.3566 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4193 - vae_accuracy: 0.9132 - val_loss: 27.9961 - val_vae_accuracy: 0.9656 Epoch 2871/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.2837 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4460 - vae_accuracy: 0.9132 - val_loss: 27.9066 - val_vae_accuracy: 0.9659 Epoch 2872/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.4524 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4296 - vae_accuracy: 0.9132 - val_loss: 27.6643 - val_vae_accuracy: 0.9662 Epoch 2873/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.4381 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4043 - vae_accuracy: 0.9132 - val_loss: 27.8794 - val_vae_accuracy: 0.9657 Epoch 2874/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.3812 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4045 - vae_accuracy: 0.9131 - val_loss: 27.8878 - val_vae_accuracy: 0.9657 Epoch 2875/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.2747 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3861 - vae_accuracy: 0.9132 - val_loss: 28.0147 - val_vae_accuracy: 0.9655 Epoch 2876/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.4643 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4047 - vae_accuracy: 0.9131 - val_loss: 27.9004 - val_vae_accuracy: 0.9657 Epoch 2877/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.4077 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3808 - vae_accuracy: 0.9131 - val_loss: 27.9383 - val_vae_accuracy: 0.9655 Epoch 2878/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.4345 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4405 - vae_accuracy: 0.9131 - val_loss: 27.8227 - val_vae_accuracy: 0.9657 Epoch 2879/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.3764 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3605 - vae_accuracy: 0.9131 - val_loss: 27.8565 - val_vae_accuracy: 0.9658 Epoch 2880/4000 11900/16000 [=====================>........] - ETA: 0s - loss: 28.3098 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4018 - vae_accuracy: 0.9131 - val_loss: 27.9028 - val_vae_accuracy: 0.9658 Epoch 2881/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.5875 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3939 - vae_accuracy: 0.9132 - val_loss: 27.7811 - val_vae_accuracy: 0.9659 Epoch 2882/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.4486 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4234 - vae_accuracy: 0.9131 - val_loss: 27.9341 - val_vae_accuracy: 0.9658 Epoch 2883/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.4977 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4161 - vae_accuracy: 0.9131 - val_loss: 27.9403 - val_vae_accuracy: 0.9657 Epoch 2884/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.4176 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4176 - vae_accuracy: 0.9131 - val_loss: 27.9076 - val_vae_accuracy: 0.9657 Epoch 2885/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.4270 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3765 - vae_accuracy: 0.9131 - val_loss: 27.8934 - val_vae_accuracy: 0.9656 Epoch 2886/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.3543 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4078 - vae_accuracy: 0.9131 - val_loss: 27.8398 - val_vae_accuracy: 0.9658 Epoch 2887/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.4665 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4479 - vae_accuracy: 0.9131 - val_loss: 27.9462 - val_vae_accuracy: 0.9656 Epoch 2888/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.4026 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4053 - vae_accuracy: 0.9131 - val_loss: 27.7690 - val_vae_accuracy: 0.9659 Epoch 2889/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.4124 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3962 - vae_accuracy: 0.9132 - val_loss: 27.8407 - val_vae_accuracy: 0.9658 Epoch 2890/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.5256 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4210 - vae_accuracy: 0.9131 - val_loss: 27.7769 - val_vae_accuracy: 0.9660 Epoch 2891/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.3234 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4229 - vae_accuracy: 0.9131 - val_loss: 27.8083 - val_vae_accuracy: 0.9658 Epoch 2892/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.4909 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4325 - vae_accuracy: 0.9131 - val_loss: 28.0749 - val_vae_accuracy: 0.9654 Epoch 2893/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.3551 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3720 - vae_accuracy: 0.9132 - val_loss: 27.8016 - val_vae_accuracy: 0.9658 Epoch 2894/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.3465 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3851 - vae_accuracy: 0.9132 - val_loss: 27.8604 - val_vae_accuracy: 0.9657 Epoch 2895/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.3694 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3814 - vae_accuracy: 0.9132 - val_loss: 27.7974 - val_vae_accuracy: 0.9659 Epoch 2896/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.4449 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3858 - vae_accuracy: 0.9132 - val_loss: 27.8730 - val_vae_accuracy: 0.9657 Epoch 2897/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.3483 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4111 - vae_accuracy: 0.9131 - val_loss: 27.9825 - val_vae_accuracy: 0.9656 Epoch 2898/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.3717 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3781 - vae_accuracy: 0.9132 - val_loss: 27.7814 - val_vae_accuracy: 0.9658 Epoch 2899/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.2864 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3929 - vae_accuracy: 0.9131 - val_loss: 27.9481 - val_vae_accuracy: 0.9656 Epoch 2900/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.3694 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3955 - vae_accuracy: 0.9131 - val_loss: 27.8560 - val_vae_accuracy: 0.9657 Epoch 2901/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.4690 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3946 - vae_accuracy: 0.9131 - val_loss: 27.8338 - val_vae_accuracy: 0.9657 Epoch 2902/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.5602 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3986 - vae_accuracy: 0.9131 - val_loss: 27.7331 - val_vae_accuracy: 0.9658 Epoch 2903/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.3432 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3978 - vae_accuracy: 0.9131 - val_loss: 27.8678 - val_vae_accuracy: 0.9657 Epoch 2904/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.3213 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4044 - vae_accuracy: 0.9131 - val_loss: 27.8529 - val_vae_accuracy: 0.9657 Epoch 2905/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.4703 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4163 - vae_accuracy: 0.9130 - val_loss: 28.0433 - val_vae_accuracy: 0.9656 Epoch 2906/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.2105 - vae_accuracy: 0.9138WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4072 - vae_accuracy: 0.9132 - val_loss: 27.8768 - val_vae_accuracy: 0.9657 Epoch 2907/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.4203 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4100 - vae_accuracy: 0.9132 - val_loss: 27.9371 - val_vae_accuracy: 0.9657 Epoch 2908/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.4605 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4239 - vae_accuracy: 0.9132 - val_loss: 27.8216 - val_vae_accuracy: 0.9659 Epoch 2909/4000 11900/16000 [=====================>........] - ETA: 0s - loss: 28.4907 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4197 - vae_accuracy: 0.9132 - val_loss: 27.9497 - val_vae_accuracy: 0.9657 Epoch 2910/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.3491 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3764 - vae_accuracy: 0.9131 - val_loss: 27.7955 - val_vae_accuracy: 0.9658 Epoch 2911/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.5821 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4508 - vae_accuracy: 0.9130 - val_loss: 27.7410 - val_vae_accuracy: 0.9659 Epoch 2912/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.4148 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4165 - vae_accuracy: 0.9131 - val_loss: 27.7554 - val_vae_accuracy: 0.9658 Epoch 2913/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.3543 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4094 - vae_accuracy: 0.9131 - val_loss: 28.0752 - val_vae_accuracy: 0.9655 Epoch 2914/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.4489 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4205 - vae_accuracy: 0.9131 - val_loss: 28.0070 - val_vae_accuracy: 0.9656 Epoch 2915/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.5250 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3939 - vae_accuracy: 0.9131 - val_loss: 27.7957 - val_vae_accuracy: 0.9658 Epoch 2916/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.4274 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3930 - vae_accuracy: 0.9131 - val_loss: 27.9211 - val_vae_accuracy: 0.9657 Epoch 2917/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.4488 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4264 - vae_accuracy: 0.9132 - val_loss: 28.0423 - val_vae_accuracy: 0.9656 Epoch 2918/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.4543 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3956 - vae_accuracy: 0.9131 - val_loss: 27.7551 - val_vae_accuracy: 0.9659 Epoch 2919/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.2765 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4152 - vae_accuracy: 0.9131 - val_loss: 27.8892 - val_vae_accuracy: 0.9658 Epoch 2920/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.3608 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4101 - vae_accuracy: 0.9131 - val_loss: 27.9148 - val_vae_accuracy: 0.9659 Epoch 2921/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.4368 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4056 - vae_accuracy: 0.9131 - val_loss: 27.9110 - val_vae_accuracy: 0.9658 Epoch 2922/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.3690 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3979 - vae_accuracy: 0.9131 - val_loss: 27.9826 - val_vae_accuracy: 0.9656 Epoch 2923/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.4122 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3694 - vae_accuracy: 0.9132 - val_loss: 27.6420 - val_vae_accuracy: 0.9661 Epoch 2924/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.4352 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4045 - vae_accuracy: 0.9131 - val_loss: 27.8928 - val_vae_accuracy: 0.9659 Epoch 2925/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.4677 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4154 - vae_accuracy: 0.9131 - val_loss: 27.8482 - val_vae_accuracy: 0.9659 Epoch 2926/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.3679 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3818 - vae_accuracy: 0.9132 - val_loss: 28.0609 - val_vae_accuracy: 0.9656 Epoch 2927/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.3827 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3954 - vae_accuracy: 0.9131 - val_loss: 28.0042 - val_vae_accuracy: 0.9656 Epoch 2928/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.3743 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4255 - vae_accuracy: 0.9131 - val_loss: 27.7928 - val_vae_accuracy: 0.9659 Epoch 2929/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.4820 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4214 - vae_accuracy: 0.9132 - val_loss: 27.9269 - val_vae_accuracy: 0.9658 Epoch 2930/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.5153 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4075 - vae_accuracy: 0.9131 - val_loss: 27.8621 - val_vae_accuracy: 0.9659 Epoch 2931/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.5086 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4243 - vae_accuracy: 0.9132 - val_loss: 27.9344 - val_vae_accuracy: 0.9658 Epoch 2932/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.3438 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4037 - vae_accuracy: 0.9131 - val_loss: 27.9491 - val_vae_accuracy: 0.9657 Epoch 2933/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.5199 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4377 - vae_accuracy: 0.9130 - val_loss: 27.7874 - val_vae_accuracy: 0.9659 Epoch 2934/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.4035 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4216 - vae_accuracy: 0.9131 - val_loss: 27.8513 - val_vae_accuracy: 0.9659 Epoch 2935/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.3462 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3794 - vae_accuracy: 0.9131 - val_loss: 27.7935 - val_vae_accuracy: 0.9659 Epoch 2936/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.3669 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3965 - vae_accuracy: 0.9130 - val_loss: 27.8112 - val_vae_accuracy: 0.9659 Epoch 2937/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.4118 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3755 - vae_accuracy: 0.9132 - val_loss: 27.7986 - val_vae_accuracy: 0.9659 Epoch 2938/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.4875 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4042 - vae_accuracy: 0.9132 - val_loss: 27.8842 - val_vae_accuracy: 0.9657 Epoch 2939/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.2180 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3767 - vae_accuracy: 0.9131 - val_loss: 27.9777 - val_vae_accuracy: 0.9656 Epoch 2940/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.4371 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4128 - vae_accuracy: 0.9131 - val_loss: 27.9795 - val_vae_accuracy: 0.9656 Epoch 2941/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.3080 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3997 - vae_accuracy: 0.9132 - val_loss: 27.8659 - val_vae_accuracy: 0.9659 Epoch 2942/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.4155 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4030 - vae_accuracy: 0.9131 - val_loss: 27.9633 - val_vae_accuracy: 0.9659 Epoch 2943/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.4289 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4286 - vae_accuracy: 0.9131 - val_loss: 27.9744 - val_vae_accuracy: 0.9659 Epoch 2944/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.4029 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4105 - vae_accuracy: 0.9132 - val_loss: 27.8697 - val_vae_accuracy: 0.9659 Epoch 2945/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.4090 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3766 - vae_accuracy: 0.9132 - val_loss: 27.9794 - val_vae_accuracy: 0.9659 Epoch 2946/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.3381 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4152 - vae_accuracy: 0.9131 - val_loss: 27.9549 - val_vae_accuracy: 0.9658 Epoch 2947/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.5647 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3820 - vae_accuracy: 0.9132 - val_loss: 27.9891 - val_vae_accuracy: 0.9659 Epoch 2948/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.3003 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3830 - vae_accuracy: 0.9132 - val_loss: 27.9165 - val_vae_accuracy: 0.9658 Epoch 2949/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.4362 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4233 - vae_accuracy: 0.9131 - val_loss: 27.9731 - val_vae_accuracy: 0.9656 Epoch 2950/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.3861 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4110 - vae_accuracy: 0.9131 - val_loss: 27.9475 - val_vae_accuracy: 0.9656 Epoch 2951/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.3974 - vae_accuracy: 0.9136WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3696 - vae_accuracy: 0.9131 - val_loss: 28.0086 - val_vae_accuracy: 0.9656 Epoch 2952/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.4172 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4133 - vae_accuracy: 0.9131 - val_loss: 27.8190 - val_vae_accuracy: 0.9659 Epoch 2953/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.4412 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4147 - vae_accuracy: 0.9131 - val_loss: 27.8810 - val_vae_accuracy: 0.9659 Epoch 2954/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.3574 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4259 - vae_accuracy: 0.9131 - val_loss: 28.0577 - val_vae_accuracy: 0.9657 Epoch 2955/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.3539 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4168 - vae_accuracy: 0.9131 - val_loss: 27.7786 - val_vae_accuracy: 0.9660 Epoch 2956/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.3203 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4121 - vae_accuracy: 0.9132 - val_loss: 27.7690 - val_vae_accuracy: 0.9659 Epoch 2957/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.3913 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3732 - vae_accuracy: 0.9132 - val_loss: 27.8187 - val_vae_accuracy: 0.9658 Epoch 2958/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.4886 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4054 - vae_accuracy: 0.9131 - val_loss: 27.8698 - val_vae_accuracy: 0.9659 Epoch 2959/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.4383 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4154 - vae_accuracy: 0.9131 - val_loss: 28.0270 - val_vae_accuracy: 0.9656 Epoch 2960/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.3803 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3892 - vae_accuracy: 0.9131 - val_loss: 28.0639 - val_vae_accuracy: 0.9656 Epoch 2961/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.3953 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3980 - vae_accuracy: 0.9131 - val_loss: 27.8852 - val_vae_accuracy: 0.9657 Epoch 2962/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.6042 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3932 - vae_accuracy: 0.9131 - val_loss: 27.9382 - val_vae_accuracy: 0.9657 Epoch 2963/4000 14800/16000 [==========================>...] - ETA: 0s - loss: 28.4287 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4437 - vae_accuracy: 0.9131 - val_loss: 27.8221 - val_vae_accuracy: 0.9659 Epoch 2964/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.3986 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4216 - vae_accuracy: 0.9131 - val_loss: 28.0093 - val_vae_accuracy: 0.9656 Epoch 2965/4000 14700/16000 [==========================>...] - ETA: 0s - loss: 28.3975 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4069 - vae_accuracy: 0.9131 - val_loss: 28.0880 - val_vae_accuracy: 0.9657 Epoch 2966/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.4853 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4312 - vae_accuracy: 0.9131 - val_loss: 28.1817 - val_vae_accuracy: 0.9656 Epoch 2967/4000 14400/16000 [==========================>...] - ETA: 0s - loss: 28.4164 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.3888 - vae_accuracy: 0.9132 - val_loss: 28.0750 - val_vae_accuracy: 0.9657 Epoch 2968/4000 14600/16000 [==========================>...] - ETA: 0s - loss: 28.4866 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.3788 - vae_accuracy: 0.9131 - val_loss: 28.0156 - val_vae_accuracy: 0.9656 Epoch 2969/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.4292 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4219 - vae_accuracy: 0.9132 - val_loss: 27.8524 - val_vae_accuracy: 0.9659 Epoch 2970/4000 14600/16000 [==========================>...] - ETA: 0s - loss: 28.2860 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.3936 - vae_accuracy: 0.9131 - val_loss: 27.9513 - val_vae_accuracy: 0.9657 Epoch 2971/4000 15000/16000 [===========================>..] - ETA: 0s - loss: 28.3635 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.3806 - vae_accuracy: 0.9132 - val_loss: 27.9154 - val_vae_accuracy: 0.9658 Epoch 2972/4000 14400/16000 [==========================>...] - ETA: 0s - loss: 28.3680 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.3952 - vae_accuracy: 0.9131 - val_loss: 27.9019 - val_vae_accuracy: 0.9659 Epoch 2973/4000 14800/16000 [==========================>...] - ETA: 0s - loss: 28.4313 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4017 - vae_accuracy: 0.9132 - val_loss: 27.9900 - val_vae_accuracy: 0.9657 Epoch 2974/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.4114 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3753 - vae_accuracy: 0.9132 - val_loss: 27.9773 - val_vae_accuracy: 0.9656 Epoch 2975/4000 14500/16000 [==========================>...] - ETA: 0s - loss: 28.3842 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.3801 - vae_accuracy: 0.9131 - val_loss: 27.9345 - val_vae_accuracy: 0.9658 Epoch 2976/4000 14500/16000 [==========================>...] - ETA: 0s - loss: 28.4251 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4060 - vae_accuracy: 0.9132 - val_loss: 27.9119 - val_vae_accuracy: 0.9658 Epoch 2977/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 28.4664 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4139 - vae_accuracy: 0.9131 - val_loss: 27.8290 - val_vae_accuracy: 0.9658 Epoch 2978/4000 14300/16000 [=========================>....] - ETA: 0s - loss: 28.2782 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.3984 - vae_accuracy: 0.9132 - val_loss: 28.0502 - val_vae_accuracy: 0.9656 Epoch 2979/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.3037 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3948 - vae_accuracy: 0.9132 - val_loss: 27.9616 - val_vae_accuracy: 0.9657 Epoch 2980/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.3987 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.3829 - vae_accuracy: 0.9132 - val_loss: 27.9683 - val_vae_accuracy: 0.9657 Epoch 2981/4000 14700/16000 [==========================>...] - ETA: 0s - loss: 28.3779 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4050 - vae_accuracy: 0.9131 - val_loss: 27.8894 - val_vae_accuracy: 0.9659 Epoch 2982/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.3992 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3981 - vae_accuracy: 0.9131 - val_loss: 27.9645 - val_vae_accuracy: 0.9656 Epoch 2983/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.3547 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3637 - vae_accuracy: 0.9132 - val_loss: 27.9443 - val_vae_accuracy: 0.9657 Epoch 2984/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.4420 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3980 - vae_accuracy: 0.9131 - val_loss: 27.9000 - val_vae_accuracy: 0.9658 Epoch 2985/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.4080 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4127 - vae_accuracy: 0.9132 - val_loss: 27.7739 - val_vae_accuracy: 0.9660 Epoch 2986/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.3949 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3925 - vae_accuracy: 0.9132 - val_loss: 27.9280 - val_vae_accuracy: 0.9657 Epoch 2987/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.3264 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4069 - vae_accuracy: 0.9131 - val_loss: 27.9915 - val_vae_accuracy: 0.9656 Epoch 2988/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.4295 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3734 - vae_accuracy: 0.9130 - val_loss: 28.0299 - val_vae_accuracy: 0.9655 Epoch 2989/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.4361 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4175 - vae_accuracy: 0.9130 - val_loss: 27.9019 - val_vae_accuracy: 0.9658 Epoch 2990/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.4814 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4103 - vae_accuracy: 0.9131 - val_loss: 28.1032 - val_vae_accuracy: 0.9657 Epoch 2991/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.4514 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4287 - vae_accuracy: 0.9132 - val_loss: 28.0115 - val_vae_accuracy: 0.9659 Epoch 2992/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.4021 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4006 - vae_accuracy: 0.9131 - val_loss: 27.9723 - val_vae_accuracy: 0.9658 Epoch 2993/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.4628 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3947 - vae_accuracy: 0.9132 - val_loss: 27.9292 - val_vae_accuracy: 0.9657 Epoch 2994/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.4607 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4306 - vae_accuracy: 0.9130 - val_loss: 27.8561 - val_vae_accuracy: 0.9658 Epoch 2995/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.4222 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4155 - vae_accuracy: 0.9131 - val_loss: 28.0679 - val_vae_accuracy: 0.9655 Epoch 2996/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.3910 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4166 - vae_accuracy: 0.9131 - val_loss: 28.0039 - val_vae_accuracy: 0.9656 Epoch 2997/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.5092 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4228 - vae_accuracy: 0.9132 - val_loss: 28.0016 - val_vae_accuracy: 0.9656 Epoch 2998/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.3377 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3874 - vae_accuracy: 0.9132 - val_loss: 27.9128 - val_vae_accuracy: 0.9659 Epoch 2999/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.4055 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4134 - vae_accuracy: 0.9131 - val_loss: 27.9502 - val_vae_accuracy: 0.9658 Epoch 3000/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.4526 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4017 - vae_accuracy: 0.9131 - val_loss: 28.1148 - val_vae_accuracy: 0.9654 Epoch 3001/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.3869 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3971 - vae_accuracy: 0.9131 - val_loss: 28.0062 - val_vae_accuracy: 0.9656 Epoch 3002/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.3299 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4217 - vae_accuracy: 0.9131 - val_loss: 28.0934 - val_vae_accuracy: 0.9655 Epoch 3003/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.4094 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4232 - vae_accuracy: 0.9131 - val_loss: 27.9070 - val_vae_accuracy: 0.9659 Epoch 3004/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.3702 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4378 - vae_accuracy: 0.9131 - val_loss: 28.0023 - val_vae_accuracy: 0.9655 Epoch 3005/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.4443 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3714 - vae_accuracy: 0.9132 - val_loss: 27.7993 - val_vae_accuracy: 0.9659 Epoch 3006/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.3584 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4203 - vae_accuracy: 0.9131 - val_loss: 27.9749 - val_vae_accuracy: 0.9657 Epoch 3007/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.3448 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4532 - vae_accuracy: 0.9131 - val_loss: 27.8734 - val_vae_accuracy: 0.9658 Epoch 3008/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.4423 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4134 - vae_accuracy: 0.9132 - val_loss: 27.9002 - val_vae_accuracy: 0.9658 Epoch 3009/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.4105 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4068 - vae_accuracy: 0.9131 - val_loss: 28.0435 - val_vae_accuracy: 0.9654 Epoch 3010/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.4039 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4241 - vae_accuracy: 0.9131 - val_loss: 27.8536 - val_vae_accuracy: 0.9658 Epoch 3011/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.4395 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3973 - vae_accuracy: 0.9131 - val_loss: 27.7955 - val_vae_accuracy: 0.9659 Epoch 3012/4000 14000/16000 [=========================>....] - ETA: 0s - loss: 28.3727 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4008 - vae_accuracy: 0.9131 - val_loss: 28.1708 - val_vae_accuracy: 0.9654 Epoch 3013/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.1600 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3775 - vae_accuracy: 0.9131 - val_loss: 28.0542 - val_vae_accuracy: 0.9656 Epoch 3014/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.3157 - vae_accuracy: 0.9138WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3849 - vae_accuracy: 0.9131 - val_loss: 28.1562 - val_vae_accuracy: 0.9656 Epoch 3015/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.5567 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3889 - vae_accuracy: 0.9132 - val_loss: 28.0807 - val_vae_accuracy: 0.9657 Epoch 3016/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.3447 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3895 - vae_accuracy: 0.9132 - val_loss: 28.0058 - val_vae_accuracy: 0.9657 Epoch 3017/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.4324 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3997 - vae_accuracy: 0.9131 - val_loss: 28.0226 - val_vae_accuracy: 0.9657 Epoch 3018/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.3619 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3905 - vae_accuracy: 0.9131 - val_loss: 27.8373 - val_vae_accuracy: 0.9659 Epoch 3019/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.4278 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4021 - vae_accuracy: 0.9131 - val_loss: 27.9922 - val_vae_accuracy: 0.9656 Epoch 3020/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.4143 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4089 - vae_accuracy: 0.9131 - val_loss: 28.1357 - val_vae_accuracy: 0.9654 Epoch 3021/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.4961 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4082 - vae_accuracy: 0.9131 - val_loss: 28.0080 - val_vae_accuracy: 0.9656 Epoch 3022/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.3898 - vae_accuracy: 0.9136WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3985 - vae_accuracy: 0.9131 - val_loss: 27.8771 - val_vae_accuracy: 0.9660 Epoch 3023/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.3277 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3788 - vae_accuracy: 0.9132 - val_loss: 28.0091 - val_vae_accuracy: 0.9657 Epoch 3024/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.3569 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4315 - vae_accuracy: 0.9131 - val_loss: 27.9205 - val_vae_accuracy: 0.9659 Epoch 3025/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.3470 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4195 - vae_accuracy: 0.9131 - val_loss: 27.8499 - val_vae_accuracy: 0.9660 Epoch 3026/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 28.3800 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.3995 - vae_accuracy: 0.9131 - val_loss: 28.2249 - val_vae_accuracy: 0.9654 Epoch 3027/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.4628 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4102 - vae_accuracy: 0.9131 - val_loss: 27.9433 - val_vae_accuracy: 0.9658 Epoch 3028/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.4275 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4199 - vae_accuracy: 0.9132 - val_loss: 27.9065 - val_vae_accuracy: 0.9658 Epoch 3029/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.4099 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4277 - vae_accuracy: 0.9131 - val_loss: 27.9421 - val_vae_accuracy: 0.9657 Epoch 3030/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.4174 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3788 - vae_accuracy: 0.9132 - val_loss: 27.8071 - val_vae_accuracy: 0.9659 Epoch 3031/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.4978 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4265 - vae_accuracy: 0.9131 - val_loss: 27.9405 - val_vae_accuracy: 0.9658 Epoch 3032/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.3258 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3878 - vae_accuracy: 0.9132 - val_loss: 27.8083 - val_vae_accuracy: 0.9661 Epoch 3033/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.3853 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4177 - vae_accuracy: 0.9131 - val_loss: 27.9650 - val_vae_accuracy: 0.9659 Epoch 3034/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.4192 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4162 - vae_accuracy: 0.9131 - val_loss: 28.1100 - val_vae_accuracy: 0.9656 Epoch 3035/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.3837 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4254 - vae_accuracy: 0.9131 - val_loss: 27.8853 - val_vae_accuracy: 0.9659 Epoch 3036/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.4851 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4624 - vae_accuracy: 0.9131 - val_loss: 27.9963 - val_vae_accuracy: 0.9657 Epoch 3037/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.4799 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4446 - vae_accuracy: 0.9131 - val_loss: 27.9251 - val_vae_accuracy: 0.9658 Epoch 3038/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.4769 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3936 - vae_accuracy: 0.9131 - val_loss: 27.9279 - val_vae_accuracy: 0.9658 Epoch 3039/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.3754 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3936 - vae_accuracy: 0.9131 - val_loss: 27.8840 - val_vae_accuracy: 0.9658 Epoch 3040/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.3984 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4062 - vae_accuracy: 0.9132 - val_loss: 28.1294 - val_vae_accuracy: 0.9656 Epoch 3041/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.3416 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4074 - vae_accuracy: 0.9132 - val_loss: 28.0385 - val_vae_accuracy: 0.9658 Epoch 3042/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.3976 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4279 - vae_accuracy: 0.9132 - val_loss: 28.0082 - val_vae_accuracy: 0.9657 Epoch 3043/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.4719 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4048 - vae_accuracy: 0.9132 - val_loss: 28.0689 - val_vae_accuracy: 0.9656 Epoch 3044/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.4348 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3904 - vae_accuracy: 0.9131 - val_loss: 27.9713 - val_vae_accuracy: 0.9656 Epoch 3045/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.4217 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4122 - vae_accuracy: 0.9131 - val_loss: 27.8193 - val_vae_accuracy: 0.9659 Epoch 3046/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.4098 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4144 - vae_accuracy: 0.9131 - val_loss: 27.9255 - val_vae_accuracy: 0.9659 Epoch 3047/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.4834 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4228 - vae_accuracy: 0.9131 - val_loss: 27.8121 - val_vae_accuracy: 0.9658 Epoch 3048/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.3697 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3881 - vae_accuracy: 0.9130 - val_loss: 27.8237 - val_vae_accuracy: 0.9658 Epoch 3049/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.3810 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3751 - vae_accuracy: 0.9131 - val_loss: 27.9206 - val_vae_accuracy: 0.9656 Epoch 3050/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.3551 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4041 - vae_accuracy: 0.9131 - val_loss: 28.0362 - val_vae_accuracy: 0.9656 Epoch 3051/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.3565 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3609 - vae_accuracy: 0.9132 - val_loss: 27.8966 - val_vae_accuracy: 0.9658 Epoch 3052/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.4094 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4062 - vae_accuracy: 0.9131 - val_loss: 27.8684 - val_vae_accuracy: 0.9659 Epoch 3053/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.2542 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3977 - vae_accuracy: 0.9132 - val_loss: 27.8879 - val_vae_accuracy: 0.9659 Epoch 3054/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.4239 - vae_accuracy: 0.9137WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3761 - vae_accuracy: 0.9132 - val_loss: 27.9762 - val_vae_accuracy: 0.9657 Epoch 3055/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.3395 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4151 - vae_accuracy: 0.9131 - val_loss: 28.1524 - val_vae_accuracy: 0.9654 Epoch 3056/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.3911 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4082 - vae_accuracy: 0.9132 - val_loss: 27.9776 - val_vae_accuracy: 0.9657 Epoch 3057/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.4543 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3875 - vae_accuracy: 0.9131 - val_loss: 27.9350 - val_vae_accuracy: 0.9657 Epoch 3058/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.4206 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3909 - vae_accuracy: 0.9132 - val_loss: 27.7307 - val_vae_accuracy: 0.9659 Epoch 3059/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.4627 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4052 - vae_accuracy: 0.9131 - val_loss: 27.9782 - val_vae_accuracy: 0.9656 Epoch 3060/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.4418 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4077 - vae_accuracy: 0.9131 - val_loss: 27.9363 - val_vae_accuracy: 0.9656 Epoch 3061/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.4658 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3783 - vae_accuracy: 0.9132 - val_loss: 28.1668 - val_vae_accuracy: 0.9655 Epoch 3062/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.4111 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3952 - vae_accuracy: 0.9132 - val_loss: 27.9923 - val_vae_accuracy: 0.9656 Epoch 3063/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.4642 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4087 - vae_accuracy: 0.9131 - val_loss: 27.9677 - val_vae_accuracy: 0.9658 Epoch 3064/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.4003 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4366 - vae_accuracy: 0.9131 - val_loss: 27.9004 - val_vae_accuracy: 0.9659 Epoch 3065/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.4456 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3924 - vae_accuracy: 0.9132 - val_loss: 28.0114 - val_vae_accuracy: 0.9656 Epoch 3066/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.4733 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4156 - vae_accuracy: 0.9132 - val_loss: 28.0570 - val_vae_accuracy: 0.9657 Epoch 3067/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.5186 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4074 - vae_accuracy: 0.9131 - val_loss: 28.1068 - val_vae_accuracy: 0.9657 Epoch 3068/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.4463 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3927 - vae_accuracy: 0.9131 - val_loss: 27.9588 - val_vae_accuracy: 0.9656 Epoch 3069/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.3205 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4144 - vae_accuracy: 0.9132 - val_loss: 28.1851 - val_vae_accuracy: 0.9655 Epoch 3070/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.2447 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4147 - vae_accuracy: 0.9133 - val_loss: 28.0316 - val_vae_accuracy: 0.9658 Epoch 3071/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.4013 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4121 - vae_accuracy: 0.9132 - val_loss: 27.9078 - val_vae_accuracy: 0.9657 Epoch 3072/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.3752 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3954 - vae_accuracy: 0.9132 - val_loss: 27.8948 - val_vae_accuracy: 0.9658 Epoch 3073/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.5527 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4011 - vae_accuracy: 0.9132 - val_loss: 27.8826 - val_vae_accuracy: 0.9657 Epoch 3074/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.3268 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3782 - vae_accuracy: 0.9131 - val_loss: 28.0456 - val_vae_accuracy: 0.9655 Epoch 3075/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.3305 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4015 - vae_accuracy: 0.9131 - val_loss: 27.8360 - val_vae_accuracy: 0.9660 Epoch 3076/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.4830 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4278 - vae_accuracy: 0.9132 - val_loss: 27.7684 - val_vae_accuracy: 0.9660 Epoch 3077/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.3839 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3903 - vae_accuracy: 0.9132 - val_loss: 27.8590 - val_vae_accuracy: 0.9658 Epoch 3078/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.3799 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4233 - vae_accuracy: 0.9131 - val_loss: 27.8776 - val_vae_accuracy: 0.9658 Epoch 3079/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.5232 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4216 - vae_accuracy: 0.9131 - val_loss: 28.0393 - val_vae_accuracy: 0.9656 Epoch 3080/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.3971 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4002 - vae_accuracy: 0.9131 - val_loss: 27.8066 - val_vae_accuracy: 0.9658 Epoch 3081/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.4438 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3833 - vae_accuracy: 0.9131 - val_loss: 28.0300 - val_vae_accuracy: 0.9655 Epoch 3082/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.3915 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3935 - vae_accuracy: 0.9132 - val_loss: 27.9045 - val_vae_accuracy: 0.9658 Epoch 3083/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.4739 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4413 - vae_accuracy: 0.9131 - val_loss: 27.8835 - val_vae_accuracy: 0.9658 Epoch 3084/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.3488 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4036 - vae_accuracy: 0.9132 - val_loss: 28.0273 - val_vae_accuracy: 0.9656 Epoch 3085/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.3568 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4218 - vae_accuracy: 0.9132 - val_loss: 27.9762 - val_vae_accuracy: 0.9657 Epoch 3086/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.4134 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4186 - vae_accuracy: 0.9131 - val_loss: 27.8813 - val_vae_accuracy: 0.9659 Epoch 3087/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.6343 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4197 - vae_accuracy: 0.9132 - val_loss: 27.8283 - val_vae_accuracy: 0.9659 Epoch 3088/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 28.3090 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.3952 - vae_accuracy: 0.9132 - val_loss: 28.0156 - val_vae_accuracy: 0.9655 Epoch 3089/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.4289 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4018 - vae_accuracy: 0.9131 - val_loss: 27.7710 - val_vae_accuracy: 0.9659 Epoch 3090/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.5069 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4321 - vae_accuracy: 0.9131 - val_loss: 28.0360 - val_vae_accuracy: 0.9655 Epoch 3091/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.3399 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3785 - vae_accuracy: 0.9131 - val_loss: 27.9402 - val_vae_accuracy: 0.9656 Epoch 3092/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.4405 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4279 - vae_accuracy: 0.9130 - val_loss: 27.9764 - val_vae_accuracy: 0.9657 Epoch 3093/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.3851 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4059 - vae_accuracy: 0.9131 - val_loss: 27.8345 - val_vae_accuracy: 0.9659 Epoch 3094/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.3492 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3906 - vae_accuracy: 0.9132 - val_loss: 27.7716 - val_vae_accuracy: 0.9660 Epoch 3095/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.4391 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4171 - vae_accuracy: 0.9131 - val_loss: 27.9664 - val_vae_accuracy: 0.9656 Epoch 3096/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.3249 - vae_accuracy: 0.9138WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4119 - vae_accuracy: 0.9130 - val_loss: 27.9536 - val_vae_accuracy: 0.9657 Epoch 3097/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.3728 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4023 - vae_accuracy: 0.9131 - val_loss: 27.8934 - val_vae_accuracy: 0.9658 Epoch 3098/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.3267 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4131 - vae_accuracy: 0.9132 - val_loss: 27.9780 - val_vae_accuracy: 0.9657 Epoch 3099/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.3390 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3857 - vae_accuracy: 0.9132 - val_loss: 27.7549 - val_vae_accuracy: 0.9659 Epoch 3100/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.2741 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3816 - vae_accuracy: 0.9131 - val_loss: 28.0482 - val_vae_accuracy: 0.9656 Epoch 3101/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.3350 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3824 - vae_accuracy: 0.9131 - val_loss: 27.9953 - val_vae_accuracy: 0.9657 Epoch 3102/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.3249 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4111 - vae_accuracy: 0.9131 - val_loss: 27.8572 - val_vae_accuracy: 0.9660 Epoch 3103/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.4841 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4046 - vae_accuracy: 0.9132 - val_loss: 27.7708 - val_vae_accuracy: 0.9661 Epoch 3104/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.3418 - vae_accuracy: 0.9136WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3758 - vae_accuracy: 0.9132 - val_loss: 28.0333 - val_vae_accuracy: 0.9657 Epoch 3105/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.3183 - vae_accuracy: 0.9137WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3639 - vae_accuracy: 0.9132 - val_loss: 28.0144 - val_vae_accuracy: 0.9658 Epoch 3106/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.3168 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4145 - vae_accuracy: 0.9132 - val_loss: 27.9362 - val_vae_accuracy: 0.9658 Epoch 3107/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.4059 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3820 - vae_accuracy: 0.9131 - val_loss: 27.9629 - val_vae_accuracy: 0.9658 Epoch 3108/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.3816 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4164 - vae_accuracy: 0.9131 - val_loss: 28.1444 - val_vae_accuracy: 0.9655 Epoch 3109/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.4704 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4096 - vae_accuracy: 0.9131 - val_loss: 27.9770 - val_vae_accuracy: 0.9657 Epoch 3110/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.4246 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4089 - vae_accuracy: 0.9132 - val_loss: 27.8963 - val_vae_accuracy: 0.9659 Epoch 3111/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.5815 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4430 - vae_accuracy: 0.9132 - val_loss: 28.1073 - val_vae_accuracy: 0.9655 Epoch 3112/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.3891 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3765 - vae_accuracy: 0.9131 - val_loss: 28.0877 - val_vae_accuracy: 0.9656 Epoch 3113/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.4315 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4352 - vae_accuracy: 0.9131 - val_loss: 28.0971 - val_vae_accuracy: 0.9655 Epoch 3114/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.3248 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3673 - vae_accuracy: 0.9132 - val_loss: 28.0479 - val_vae_accuracy: 0.9656 Epoch 3115/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.3843 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3949 - vae_accuracy: 0.9131 - val_loss: 28.1118 - val_vae_accuracy: 0.9654 Epoch 3116/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.3203 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3903 - vae_accuracy: 0.9131 - val_loss: 28.0002 - val_vae_accuracy: 0.9657 Epoch 3117/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.4226 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3968 - vae_accuracy: 0.9131 - val_loss: 28.1130 - val_vae_accuracy: 0.9656 Epoch 3118/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.3619 - vae_accuracy: 0.9139WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3946 - vae_accuracy: 0.9132 - val_loss: 27.9071 - val_vae_accuracy: 0.9660 Epoch 3119/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.4678 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4048 - vae_accuracy: 0.9132 - val_loss: 28.1077 - val_vae_accuracy: 0.9659 Epoch 3120/4000 14500/16000 [==========================>...] - ETA: 0s - loss: 28.4675 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4150 - vae_accuracy: 0.9131 - val_loss: 28.1844 - val_vae_accuracy: 0.9657 Epoch 3121/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.4131 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.3959 - vae_accuracy: 0.9131 - val_loss: 28.0481 - val_vae_accuracy: 0.9658 Epoch 3122/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.3305 - vae_accuracy: 0.9137WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4011 - vae_accuracy: 0.9132 - val_loss: 28.2310 - val_vae_accuracy: 0.9656 Epoch 3123/4000 14000/16000 [=========================>....] - ETA: 0s - loss: 28.3382 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4369 - vae_accuracy: 0.9130 - val_loss: 27.9950 - val_vae_accuracy: 0.9658 Epoch 3124/4000 14000/16000 [=========================>....] - ETA: 0s - loss: 28.3861 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.3899 - vae_accuracy: 0.9132 - val_loss: 28.0195 - val_vae_accuracy: 0.9658 Epoch 3125/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.3350 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3859 - vae_accuracy: 0.9131 - val_loss: 27.9968 - val_vae_accuracy: 0.9656 Epoch 3126/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.4337 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4001 - vae_accuracy: 0.9131 - val_loss: 27.9193 - val_vae_accuracy: 0.9657 Epoch 3127/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.5074 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4044 - vae_accuracy: 0.9131 - val_loss: 28.1238 - val_vae_accuracy: 0.9656 Epoch 3128/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.4234 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4027 - vae_accuracy: 0.9132 - val_loss: 27.8298 - val_vae_accuracy: 0.9660 Epoch 3129/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.3388 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3764 - vae_accuracy: 0.9132 - val_loss: 27.9261 - val_vae_accuracy: 0.9658 Epoch 3130/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.3314 - vae_accuracy: 0.9136WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3930 - vae_accuracy: 0.9131 - val_loss: 27.8686 - val_vae_accuracy: 0.9659 Epoch 3131/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.4601 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4176 - vae_accuracy: 0.9131 - val_loss: 28.0382 - val_vae_accuracy: 0.9657 Epoch 3132/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.3472 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4307 - vae_accuracy: 0.9131 - val_loss: 27.9431 - val_vae_accuracy: 0.9658 Epoch 3133/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.3427 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3934 - vae_accuracy: 0.9131 - val_loss: 28.0350 - val_vae_accuracy: 0.9657 Epoch 3134/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.5208 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4017 - vae_accuracy: 0.9132 - val_loss: 28.0012 - val_vae_accuracy: 0.9656 Epoch 3135/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.3704 - vae_accuracy: 0.9137WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3745 - vae_accuracy: 0.9131 - val_loss: 27.7860 - val_vae_accuracy: 0.9659 Epoch 3136/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.3336 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4111 - vae_accuracy: 0.9132 - val_loss: 27.8887 - val_vae_accuracy: 0.9658 Epoch 3137/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.3846 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3898 - vae_accuracy: 0.9132 - val_loss: 27.9523 - val_vae_accuracy: 0.9658 Epoch 3138/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.3611 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4172 - vae_accuracy: 0.9131 - val_loss: 27.8871 - val_vae_accuracy: 0.9658 Epoch 3139/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.4380 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3985 - vae_accuracy: 0.9131 - val_loss: 28.0512 - val_vae_accuracy: 0.9656 Epoch 3140/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.3077 - vae_accuracy: 0.9136WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3828 - vae_accuracy: 0.9131 - val_loss: 28.0033 - val_vae_accuracy: 0.9656 Epoch 3141/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.3194 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4383 - vae_accuracy: 0.9131 - val_loss: 27.8963 - val_vae_accuracy: 0.9659 Epoch 3142/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.3204 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3899 - vae_accuracy: 0.9132 - val_loss: 27.9274 - val_vae_accuracy: 0.9657 Epoch 3143/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.3589 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4144 - vae_accuracy: 0.9131 - val_loss: 28.0755 - val_vae_accuracy: 0.9655 Epoch 3144/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.3436 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4388 - vae_accuracy: 0.9131 - val_loss: 27.9325 - val_vae_accuracy: 0.9658 Epoch 3145/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.4326 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4326 - vae_accuracy: 0.9132 - val_loss: 28.0861 - val_vae_accuracy: 0.9657 Epoch 3146/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.4611 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3939 - vae_accuracy: 0.9132 - val_loss: 28.0379 - val_vae_accuracy: 0.9655 Epoch 3147/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.4387 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4373 - vae_accuracy: 0.9131 - val_loss: 27.9473 - val_vae_accuracy: 0.9658 Epoch 3148/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.3090 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3798 - vae_accuracy: 0.9132 - val_loss: 27.8457 - val_vae_accuracy: 0.9659 Epoch 3149/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.2231 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4003 - vae_accuracy: 0.9132 - val_loss: 27.9577 - val_vae_accuracy: 0.9657 Epoch 3150/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.3472 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4163 - vae_accuracy: 0.9131 - val_loss: 27.8734 - val_vae_accuracy: 0.9659 Epoch 3151/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.4335 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3835 - vae_accuracy: 0.9132 - val_loss: 28.0209 - val_vae_accuracy: 0.9655 Epoch 3152/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.3154 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3633 - vae_accuracy: 0.9131 - val_loss: 27.7519 - val_vae_accuracy: 0.9659 Epoch 3153/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.6044 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4068 - vae_accuracy: 0.9131 - val_loss: 28.0155 - val_vae_accuracy: 0.9656 Epoch 3154/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.4089 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3912 - vae_accuracy: 0.9131 - val_loss: 27.9575 - val_vae_accuracy: 0.9657 Epoch 3155/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.3703 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3953 - vae_accuracy: 0.9132 - val_loss: 27.8062 - val_vae_accuracy: 0.9659 Epoch 3156/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.4376 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3663 - vae_accuracy: 0.9132 - val_loss: 28.1705 - val_vae_accuracy: 0.9653 Epoch 3157/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.2625 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4028 - vae_accuracy: 0.9131 - val_loss: 27.9691 - val_vae_accuracy: 0.9659 Epoch 3158/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.4192 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4107 - vae_accuracy: 0.9131 - val_loss: 28.0334 - val_vae_accuracy: 0.9655 Epoch 3159/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.4066 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3916 - vae_accuracy: 0.9131 - val_loss: 28.1680 - val_vae_accuracy: 0.9652 Epoch 3160/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.4941 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4145 - vae_accuracy: 0.9131 - val_loss: 27.9288 - val_vae_accuracy: 0.9657 Epoch 3161/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.3792 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4002 - vae_accuracy: 0.9131 - val_loss: 27.8198 - val_vae_accuracy: 0.9658 Epoch 3162/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.4216 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3863 - vae_accuracy: 0.9131 - val_loss: 27.9070 - val_vae_accuracy: 0.9657 Epoch 3163/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.2955 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3828 - vae_accuracy: 0.9131 - val_loss: 27.7286 - val_vae_accuracy: 0.9659 Epoch 3164/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.3614 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3825 - vae_accuracy: 0.9130 - val_loss: 27.7390 - val_vae_accuracy: 0.9659 Epoch 3165/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.5368 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3833 - vae_accuracy: 0.9131 - val_loss: 27.9178 - val_vae_accuracy: 0.9656 Epoch 3166/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.4240 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4019 - vae_accuracy: 0.9131 - val_loss: 27.8371 - val_vae_accuracy: 0.9657 Epoch 3167/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.4735 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4042 - vae_accuracy: 0.9131 - val_loss: 28.0141 - val_vae_accuracy: 0.9655 Epoch 3168/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.2699 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3860 - vae_accuracy: 0.9131 - val_loss: 27.8906 - val_vae_accuracy: 0.9658 Epoch 3169/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.3754 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3928 - vae_accuracy: 0.9132 - val_loss: 27.9899 - val_vae_accuracy: 0.9655 Epoch 3170/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.3787 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3583 - vae_accuracy: 0.9131 - val_loss: 27.8956 - val_vae_accuracy: 0.9657 Epoch 3171/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.2768 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3929 - vae_accuracy: 0.9130 - val_loss: 27.7802 - val_vae_accuracy: 0.9659 Epoch 3172/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.4694 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4183 - vae_accuracy: 0.9132 - val_loss: 27.8767 - val_vae_accuracy: 0.9658 Epoch 3173/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.4264 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4264 - vae_accuracy: 0.9131 - val_loss: 27.7796 - val_vae_accuracy: 0.9658 Epoch 3174/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.4981 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4177 - vae_accuracy: 0.9131 - val_loss: 27.7922 - val_vae_accuracy: 0.9658 Epoch 3175/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.2962 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4173 - vae_accuracy: 0.9131 - val_loss: 27.6887 - val_vae_accuracy: 0.9660 Epoch 3176/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.4643 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3901 - vae_accuracy: 0.9131 - val_loss: 27.9447 - val_vae_accuracy: 0.9658 Epoch 3177/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.4457 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3986 - vae_accuracy: 0.9131 - val_loss: 27.9254 - val_vae_accuracy: 0.9656 Epoch 3178/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.3498 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4267 - vae_accuracy: 0.9132 - val_loss: 27.8958 - val_vae_accuracy: 0.9658 Epoch 3179/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.4672 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4076 - vae_accuracy: 0.9131 - val_loss: 27.6850 - val_vae_accuracy: 0.9659 Epoch 3180/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.4048 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3988 - vae_accuracy: 0.9131 - val_loss: 28.0600 - val_vae_accuracy: 0.9655 Epoch 3181/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.3378 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4466 - vae_accuracy: 0.9130 - val_loss: 27.9864 - val_vae_accuracy: 0.9656 Epoch 3182/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.3867 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3753 - vae_accuracy: 0.9132 - val_loss: 27.9747 - val_vae_accuracy: 0.9657 Epoch 3183/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.3208 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3985 - vae_accuracy: 0.9132 - val_loss: 28.0117 - val_vae_accuracy: 0.9656 Epoch 3184/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.3880 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4081 - vae_accuracy: 0.9131 - val_loss: 28.0213 - val_vae_accuracy: 0.9656 Epoch 3185/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.3278 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3918 - vae_accuracy: 0.9131 - val_loss: 28.0267 - val_vae_accuracy: 0.9655 Epoch 3186/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.3663 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3895 - vae_accuracy: 0.9131 - val_loss: 27.8612 - val_vae_accuracy: 0.9657 Epoch 3187/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.2036 - vae_accuracy: 0.9138WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4154 - vae_accuracy: 0.9131 - val_loss: 28.0033 - val_vae_accuracy: 0.9656 Epoch 3188/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.4296 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4160 - vae_accuracy: 0.9131 - val_loss: 27.8783 - val_vae_accuracy: 0.9660 Epoch 3189/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.3672 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3890 - vae_accuracy: 0.9132 - val_loss: 27.8803 - val_vae_accuracy: 0.9659 Epoch 3190/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.3424 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4406 - vae_accuracy: 0.9131 - val_loss: 27.8848 - val_vae_accuracy: 0.9659 Epoch 3191/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.4072 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4078 - vae_accuracy: 0.9132 - val_loss: 27.7893 - val_vae_accuracy: 0.9660 Epoch 3192/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.5406 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4273 - vae_accuracy: 0.9132 - val_loss: 27.8599 - val_vae_accuracy: 0.9659 Epoch 3193/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.2965 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3990 - vae_accuracy: 0.9132 - val_loss: 27.8510 - val_vae_accuracy: 0.9659 Epoch 3194/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.3500 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4106 - vae_accuracy: 0.9132 - val_loss: 28.0079 - val_vae_accuracy: 0.9658 Epoch 3195/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.4144 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3807 - vae_accuracy: 0.9132 - val_loss: 27.7457 - val_vae_accuracy: 0.9660 Epoch 3196/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.4546 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4185 - vae_accuracy: 0.9131 - val_loss: 27.8358 - val_vae_accuracy: 0.9659 Epoch 3197/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.3801 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3571 - vae_accuracy: 0.9132 - val_loss: 27.8946 - val_vae_accuracy: 0.9658 Epoch 3198/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.4052 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3747 - vae_accuracy: 0.9132 - val_loss: 27.8434 - val_vae_accuracy: 0.9658 Epoch 3199/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.3092 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3709 - vae_accuracy: 0.9131 - val_loss: 28.0234 - val_vae_accuracy: 0.9656 Epoch 3200/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.4759 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4238 - vae_accuracy: 0.9131 - val_loss: 28.1198 - val_vae_accuracy: 0.9656 Epoch 3201/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.3536 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3699 - vae_accuracy: 0.9132 - val_loss: 28.0603 - val_vae_accuracy: 0.9657 Epoch 3202/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.3424 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3959 - vae_accuracy: 0.9131 - val_loss: 28.0730 - val_vae_accuracy: 0.9656 Epoch 3203/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.3797 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3749 - vae_accuracy: 0.9131 - val_loss: 27.7908 - val_vae_accuracy: 0.9659 Epoch 3204/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.4045 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3898 - vae_accuracy: 0.9131 - val_loss: 27.9316 - val_vae_accuracy: 0.9657 Epoch 3205/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.4711 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3989 - vae_accuracy: 0.9131 - val_loss: 28.0424 - val_vae_accuracy: 0.9655 Epoch 3206/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.3789 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3815 - vae_accuracy: 0.9131 - val_loss: 27.7424 - val_vae_accuracy: 0.9659 Epoch 3207/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.3426 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4158 - vae_accuracy: 0.9131 - val_loss: 28.0121 - val_vae_accuracy: 0.9656 Epoch 3208/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.4567 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3897 - vae_accuracy: 0.9131 - val_loss: 27.9257 - val_vae_accuracy: 0.9657 Epoch 3209/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.4280 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4068 - vae_accuracy: 0.9131 - val_loss: 27.8247 - val_vae_accuracy: 0.9658 Epoch 3210/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.4040 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4101 - vae_accuracy: 0.9131 - val_loss: 27.8635 - val_vae_accuracy: 0.9657 Epoch 3211/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.3705 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3860 - vae_accuracy: 0.9131 - val_loss: 27.9766 - val_vae_accuracy: 0.9656 Epoch 3212/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.3232 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4338 - vae_accuracy: 0.9130 - val_loss: 27.8359 - val_vae_accuracy: 0.9659 Epoch 3213/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.4321 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3987 - vae_accuracy: 0.9131 - val_loss: 27.7655 - val_vae_accuracy: 0.9659 Epoch 3214/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.4181 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3997 - vae_accuracy: 0.9131 - val_loss: 27.8845 - val_vae_accuracy: 0.9657 Epoch 3215/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.3762 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3763 - vae_accuracy: 0.9131 - val_loss: 27.9734 - val_vae_accuracy: 0.9655 Epoch 3216/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.3859 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3761 - vae_accuracy: 0.9132 - val_loss: 27.8835 - val_vae_accuracy: 0.9658 Epoch 3217/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.2689 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4039 - vae_accuracy: 0.9132 - val_loss: 27.9588 - val_vae_accuracy: 0.9657 Epoch 3218/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.4231 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4207 - vae_accuracy: 0.9131 - val_loss: 27.9231 - val_vae_accuracy: 0.9657 Epoch 3219/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.4340 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4258 - vae_accuracy: 0.9132 - val_loss: 27.9235 - val_vae_accuracy: 0.9657 Epoch 3220/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.3908 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3970 - vae_accuracy: 0.9131 - val_loss: 27.7871 - val_vae_accuracy: 0.9658 Epoch 3221/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.6470 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4194 - vae_accuracy: 0.9132 - val_loss: 27.9049 - val_vae_accuracy: 0.9658 Epoch 3222/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.4405 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3918 - vae_accuracy: 0.9132 - val_loss: 28.0562 - val_vae_accuracy: 0.9656 Epoch 3223/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.4147 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4076 - vae_accuracy: 0.9133 - val_loss: 27.9469 - val_vae_accuracy: 0.9657 Epoch 3224/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.3566 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3898 - vae_accuracy: 0.9131 - val_loss: 27.9959 - val_vae_accuracy: 0.9657 Epoch 3225/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.3285 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4266 - vae_accuracy: 0.9131 - val_loss: 27.9819 - val_vae_accuracy: 0.9657 Epoch 3226/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.3740 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3795 - vae_accuracy: 0.9131 - val_loss: 27.9159 - val_vae_accuracy: 0.9658 Epoch 3227/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.4642 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4048 - vae_accuracy: 0.9131 - val_loss: 28.1137 - val_vae_accuracy: 0.9656 Epoch 3228/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.4254 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4066 - vae_accuracy: 0.9131 - val_loss: 28.1169 - val_vae_accuracy: 0.9656 Epoch 3229/4000 14600/16000 [==========================>...] - ETA: 0s - loss: 28.4135 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3822 - vae_accuracy: 0.9131 - val_loss: 28.1479 - val_vae_accuracy: 0.9655 Epoch 3230/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.3017 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3903 - vae_accuracy: 0.9131 - val_loss: 28.1654 - val_vae_accuracy: 0.9657 Epoch 3231/4000 14400/16000 [==========================>...] - ETA: 0s - loss: 28.3740 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4113 - vae_accuracy: 0.9131 - val_loss: 27.9865 - val_vae_accuracy: 0.9657 Epoch 3232/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.4064 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3992 - vae_accuracy: 0.9131 - val_loss: 27.9470 - val_vae_accuracy: 0.9658 Epoch 3233/4000 14700/16000 [==========================>...] - ETA: 0s - loss: 28.4250 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4180 - vae_accuracy: 0.9131 - val_loss: 28.0135 - val_vae_accuracy: 0.9657 Epoch 3234/4000 14600/16000 [==========================>...] - ETA: 0s - loss: 28.3952 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4134 - vae_accuracy: 0.9131 - val_loss: 27.9376 - val_vae_accuracy: 0.9659 Epoch 3235/4000 14600/16000 [==========================>...] - ETA: 0s - loss: 28.3891 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3880 - vae_accuracy: 0.9131 - val_loss: 27.8647 - val_vae_accuracy: 0.9659 Epoch 3236/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 28.3816 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3816 - vae_accuracy: 0.9132 - val_loss: 28.2073 - val_vae_accuracy: 0.9656 Epoch 3237/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.4188 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4075 - vae_accuracy: 0.9131 - val_loss: 27.9060 - val_vae_accuracy: 0.9658 Epoch 3238/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.4625 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.4013 - vae_accuracy: 0.9131 - val_loss: 28.0832 - val_vae_accuracy: 0.9656 Epoch 3239/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.3971 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3971 - vae_accuracy: 0.9131 - val_loss: 27.9907 - val_vae_accuracy: 0.9658 Epoch 3240/4000 14700/16000 [==========================>...] - ETA: 0s - loss: 28.4248 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3897 - vae_accuracy: 0.9132 - val_loss: 27.8428 - val_vae_accuracy: 0.9660 Epoch 3241/4000 14700/16000 [==========================>...] - ETA: 0s - loss: 28.4599 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3993 - vae_accuracy: 0.9131 - val_loss: 27.9885 - val_vae_accuracy: 0.9658 Epoch 3242/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.3287 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3439 - vae_accuracy: 0.9132 - val_loss: 28.1832 - val_vae_accuracy: 0.9657 Epoch 3243/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.2953 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3787 - vae_accuracy: 0.9131 - val_loss: 28.1569 - val_vae_accuracy: 0.9656 Epoch 3244/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.3407 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3985 - vae_accuracy: 0.9132 - val_loss: 28.0211 - val_vae_accuracy: 0.9659 Epoch 3245/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.3412 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4182 - vae_accuracy: 0.9131 - val_loss: 28.0656 - val_vae_accuracy: 0.9658 Epoch 3246/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.3481 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3871 - vae_accuracy: 0.9131 - val_loss: 28.1596 - val_vae_accuracy: 0.9658 Epoch 3247/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.5952 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4217 - vae_accuracy: 0.9132 - val_loss: 28.1975 - val_vae_accuracy: 0.9657 Epoch 3248/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.3226 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3860 - vae_accuracy: 0.9132 - val_loss: 28.0315 - val_vae_accuracy: 0.9659 Epoch 3249/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.3961 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3874 - vae_accuracy: 0.9132 - val_loss: 28.2019 - val_vae_accuracy: 0.9656 Epoch 3250/4000 14500/16000 [==========================>...] - ETA: 0s - loss: 28.4319 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4095 - vae_accuracy: 0.9131 - val_loss: 27.9616 - val_vae_accuracy: 0.9660 Epoch 3251/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.4295 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4133 - vae_accuracy: 0.9131 - val_loss: 28.0931 - val_vae_accuracy: 0.9657 Epoch 3252/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.3433 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3819 - vae_accuracy: 0.9132 - val_loss: 28.1922 - val_vae_accuracy: 0.9658 Epoch 3253/4000 14500/16000 [==========================>...] - ETA: 0s - loss: 28.4441 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4016 - vae_accuracy: 0.9131 - val_loss: 28.0195 - val_vae_accuracy: 0.9659 Epoch 3254/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.3521 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3725 - vae_accuracy: 0.9131 - val_loss: 28.2225 - val_vae_accuracy: 0.9658 Epoch 3255/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.4039 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4005 - vae_accuracy: 0.9131 - val_loss: 28.2426 - val_vae_accuracy: 0.9656 Epoch 3256/4000 14800/16000 [==========================>...] - ETA: 0s - loss: 28.4365 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4090 - vae_accuracy: 0.9131 - val_loss: 28.1056 - val_vae_accuracy: 0.9658 Epoch 3257/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.4844 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3797 - vae_accuracy: 0.9131 - val_loss: 28.2855 - val_vae_accuracy: 0.9656 Epoch 3258/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.3670 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4181 - vae_accuracy: 0.9131 - val_loss: 28.2797 - val_vae_accuracy: 0.9656 Epoch 3259/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.3557 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4043 - vae_accuracy: 0.9132 - val_loss: 28.1020 - val_vae_accuracy: 0.9658 Epoch 3260/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.3402 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3682 - vae_accuracy: 0.9132 - val_loss: 27.9725 - val_vae_accuracy: 0.9658 Epoch 3261/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.3737 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3957 - vae_accuracy: 0.9132 - val_loss: 28.1251 - val_vae_accuracy: 0.9657 Epoch 3262/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.3182 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3740 - vae_accuracy: 0.9131 - val_loss: 28.0738 - val_vae_accuracy: 0.9656 Epoch 3263/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.3503 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4127 - vae_accuracy: 0.9132 - val_loss: 27.9180 - val_vae_accuracy: 0.9658 Epoch 3264/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.4724 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4459 - vae_accuracy: 0.9132 - val_loss: 28.0519 - val_vae_accuracy: 0.9656 Epoch 3265/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.4070 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4229 - vae_accuracy: 0.9132 - val_loss: 28.1769 - val_vae_accuracy: 0.9657 Epoch 3266/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.5035 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4437 - vae_accuracy: 0.9131 - val_loss: 28.1356 - val_vae_accuracy: 0.9659 Epoch 3267/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.3581 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3925 - vae_accuracy: 0.9132 - val_loss: 28.1022 - val_vae_accuracy: 0.9658 Epoch 3268/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.2770 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4185 - vae_accuracy: 0.9131 - val_loss: 28.1217 - val_vae_accuracy: 0.9658 Epoch 3269/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.2397 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3622 - vae_accuracy: 0.9132 - val_loss: 28.0241 - val_vae_accuracy: 0.9658 Epoch 3270/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.5823 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4416 - vae_accuracy: 0.9132 - val_loss: 28.0223 - val_vae_accuracy: 0.9660 Epoch 3271/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.3598 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3929 - vae_accuracy: 0.9132 - val_loss: 28.0355 - val_vae_accuracy: 0.9660 Epoch 3272/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.4054 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3857 - vae_accuracy: 0.9132 - val_loss: 28.2012 - val_vae_accuracy: 0.9656 Epoch 3273/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.3008 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4068 - vae_accuracy: 0.9131 - val_loss: 28.1985 - val_vae_accuracy: 0.9657 Epoch 3274/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.4295 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3706 - vae_accuracy: 0.9132 - val_loss: 28.2433 - val_vae_accuracy: 0.9659 Epoch 3275/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.4936 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4077 - vae_accuracy: 0.9131 - val_loss: 28.1729 - val_vae_accuracy: 0.9659 Epoch 3276/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.4866 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4008 - vae_accuracy: 0.9132 - val_loss: 28.3979 - val_vae_accuracy: 0.9656 Epoch 3277/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.3825 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3619 - vae_accuracy: 0.9132 - val_loss: 28.4191 - val_vae_accuracy: 0.9655 Epoch 3278/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.3382 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3748 - vae_accuracy: 0.9131 - val_loss: 28.4948 - val_vae_accuracy: 0.9656 Epoch 3279/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.4561 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3977 - vae_accuracy: 0.9131 - val_loss: 28.4495 - val_vae_accuracy: 0.9657 Epoch 3280/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.3776 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3673 - vae_accuracy: 0.9131 - val_loss: 28.5337 - val_vae_accuracy: 0.9657 Epoch 3281/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.2176 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3754 - vae_accuracy: 0.9132 - val_loss: 28.2851 - val_vae_accuracy: 0.9656 Epoch 3282/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.4277 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4062 - vae_accuracy: 0.9132 - val_loss: 28.2516 - val_vae_accuracy: 0.9657 Epoch 3283/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.3671 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3983 - vae_accuracy: 0.9131 - val_loss: 28.0555 - val_vae_accuracy: 0.9656 Epoch 3284/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.4351 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4206 - vae_accuracy: 0.9131 - val_loss: 28.1184 - val_vae_accuracy: 0.9657 Epoch 3285/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.4056 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4210 - vae_accuracy: 0.9131 - val_loss: 28.0900 - val_vae_accuracy: 0.9658 Epoch 3286/4000 14500/16000 [==========================>...] - ETA: 0s - loss: 28.4936 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4183 - vae_accuracy: 0.9131 - val_loss: 28.0843 - val_vae_accuracy: 0.9659 Epoch 3287/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.3753 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3664 - vae_accuracy: 0.9131 - val_loss: 28.1279 - val_vae_accuracy: 0.9658 Epoch 3288/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.4087 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.4102 - vae_accuracy: 0.9131 - val_loss: 28.2891 - val_vae_accuracy: 0.9656 Epoch 3289/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.4480 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3740 - vae_accuracy: 0.9131 - val_loss: 28.1420 - val_vae_accuracy: 0.9658 Epoch 3290/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.5023 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4152 - vae_accuracy: 0.9131 - val_loss: 27.9885 - val_vae_accuracy: 0.9661 Epoch 3291/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.4282 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4219 - vae_accuracy: 0.9132 - val_loss: 28.1363 - val_vae_accuracy: 0.9659 Epoch 3292/4000 14600/16000 [==========================>...] - ETA: 0s - loss: 28.3634 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3885 - vae_accuracy: 0.9131 - val_loss: 28.3056 - val_vae_accuracy: 0.9658 Epoch 3293/4000 15000/16000 [===========================>..] - ETA: 0s - loss: 28.4472 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4214 - vae_accuracy: 0.9131 - val_loss: 28.4464 - val_vae_accuracy: 0.9658 Epoch 3294/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.2087 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4014 - vae_accuracy: 0.9132 - val_loss: 28.6385 - val_vae_accuracy: 0.9656 Epoch 3295/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.4955 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4250 - vae_accuracy: 0.9131 - val_loss: 28.3288 - val_vae_accuracy: 0.9659 Epoch 3296/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.5081 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3731 - vae_accuracy: 0.9132 - val_loss: 28.4371 - val_vae_accuracy: 0.9659 Epoch 3297/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.3834 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3904 - vae_accuracy: 0.9132 - val_loss: 28.2838 - val_vae_accuracy: 0.9658 Epoch 3298/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.3559 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3788 - vae_accuracy: 0.9131 - val_loss: 28.3543 - val_vae_accuracy: 0.9655 Epoch 3299/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.3643 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4227 - vae_accuracy: 0.9130 - val_loss: 28.1670 - val_vae_accuracy: 0.9659 Epoch 3300/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.5036 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3915 - vae_accuracy: 0.9132 - val_loss: 28.2211 - val_vae_accuracy: 0.9656 Epoch 3301/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.3342 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3983 - vae_accuracy: 0.9131 - val_loss: 28.1186 - val_vae_accuracy: 0.9658 Epoch 3302/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.3625 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4107 - vae_accuracy: 0.9131 - val_loss: 28.1534 - val_vae_accuracy: 0.9660 Epoch 3303/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.3785 - vae_accuracy: 0.9136WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4215 - vae_accuracy: 0.9132 - val_loss: 28.2339 - val_vae_accuracy: 0.9658 Epoch 3304/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.5227 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4037 - vae_accuracy: 0.9132 - val_loss: 28.2651 - val_vae_accuracy: 0.9658 Epoch 3305/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.4046 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3752 - vae_accuracy: 0.9132 - val_loss: 28.3609 - val_vae_accuracy: 0.9658 Epoch 3306/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.3432 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4210 - vae_accuracy: 0.9131 - val_loss: 28.2992 - val_vae_accuracy: 0.9657 Epoch 3307/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.4561 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4114 - vae_accuracy: 0.9131 - val_loss: 28.2966 - val_vae_accuracy: 0.9656 Epoch 3308/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.4074 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4037 - vae_accuracy: 0.9132 - val_loss: 28.3063 - val_vae_accuracy: 0.9657 Epoch 3309/4000 15100/16000 [===========================>..] - ETA: 0s - loss: 28.3825 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3976 - vae_accuracy: 0.9131 - val_loss: 28.5281 - val_vae_accuracy: 0.9655 Epoch 3310/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.3480 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3731 - vae_accuracy: 0.9131 - val_loss: 28.1864 - val_vae_accuracy: 0.9657 Epoch 3311/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.3995 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3995 - vae_accuracy: 0.9132 - val_loss: 28.2384 - val_vae_accuracy: 0.9656 Epoch 3312/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.4197 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3987 - vae_accuracy: 0.9132 - val_loss: 28.2406 - val_vae_accuracy: 0.9657 Epoch 3313/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.4711 - vae_accuracy: 0.9124WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3975 - vae_accuracy: 0.9131 - val_loss: 28.3170 - val_vae_accuracy: 0.9656 Epoch 3314/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.4034 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3850 - vae_accuracy: 0.9131 - val_loss: 28.4636 - val_vae_accuracy: 0.9656 Epoch 3315/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.3712 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3829 - vae_accuracy: 0.9131 - val_loss: 28.4186 - val_vae_accuracy: 0.9656 Epoch 3316/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.4295 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4131 - vae_accuracy: 0.9131 - val_loss: 28.2530 - val_vae_accuracy: 0.9658 Epoch 3317/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.4479 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4479 - vae_accuracy: 0.9130 - val_loss: 28.5855 - val_vae_accuracy: 0.9656 Epoch 3318/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.4295 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4137 - vae_accuracy: 0.9130 - val_loss: 28.2331 - val_vae_accuracy: 0.9660 Epoch 3319/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.3731 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3862 - vae_accuracy: 0.9131 - val_loss: 28.2719 - val_vae_accuracy: 0.9656 Epoch 3320/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.4485 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3707 - vae_accuracy: 0.9131 - val_loss: 28.1562 - val_vae_accuracy: 0.9659 Epoch 3321/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.3356 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3711 - vae_accuracy: 0.9131 - val_loss: 28.4455 - val_vae_accuracy: 0.9655 Epoch 3322/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.4269 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4117 - vae_accuracy: 0.9131 - val_loss: 28.3658 - val_vae_accuracy: 0.9656 Epoch 3323/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.3996 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4124 - vae_accuracy: 0.9131 - val_loss: 28.1441 - val_vae_accuracy: 0.9659 Epoch 3324/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.3580 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3845 - vae_accuracy: 0.9132 - val_loss: 28.4007 - val_vae_accuracy: 0.9655 Epoch 3325/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.5130 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3753 - vae_accuracy: 0.9131 - val_loss: 28.1739 - val_vae_accuracy: 0.9658 Epoch 3326/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.4111 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3935 - vae_accuracy: 0.9131 - val_loss: 28.2132 - val_vae_accuracy: 0.9656 Epoch 3327/4000 14500/16000 [==========================>...] - ETA: 0s - loss: 28.4099 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3957 - vae_accuracy: 0.9131 - val_loss: 28.2209 - val_vae_accuracy: 0.9655 Epoch 3328/4000 14700/16000 [==========================>...] - ETA: 0s - loss: 28.3571 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3891 - vae_accuracy: 0.9131 - val_loss: 28.1613 - val_vae_accuracy: 0.9656 Epoch 3329/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 28.3314 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3932 - vae_accuracy: 0.9131 - val_loss: 27.9991 - val_vae_accuracy: 0.9659 Epoch 3330/4000 14600/16000 [==========================>...] - ETA: 0s - loss: 28.4304 - vae_accuracy: 0.9136WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3968 - vae_accuracy: 0.9132 - val_loss: 28.1740 - val_vae_accuracy: 0.9657 Epoch 3331/4000 14700/16000 [==========================>...] - ETA: 0s - loss: 28.4119 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3860 - vae_accuracy: 0.9132 - val_loss: 28.1280 - val_vae_accuracy: 0.9657 Epoch 3332/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.3919 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3854 - vae_accuracy: 0.9132 - val_loss: 28.1653 - val_vae_accuracy: 0.9656 Epoch 3333/4000 14500/16000 [==========================>...] - ETA: 0s - loss: 28.4249 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3981 - vae_accuracy: 0.9131 - val_loss: 28.2277 - val_vae_accuracy: 0.9656 Epoch 3334/4000 14400/16000 [==========================>...] - ETA: 0s - loss: 28.4457 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4202 - vae_accuracy: 0.9131 - val_loss: 27.9921 - val_vae_accuracy: 0.9660 Epoch 3335/4000 14600/16000 [==========================>...] - ETA: 0s - loss: 28.3858 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3683 - vae_accuracy: 0.9132 - val_loss: 28.2918 - val_vae_accuracy: 0.9655 Epoch 3336/4000 14700/16000 [==========================>...] - ETA: 0s - loss: 28.3518 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3946 - vae_accuracy: 0.9131 - val_loss: 28.1124 - val_vae_accuracy: 0.9657 Epoch 3337/4000 15100/16000 [===========================>..] - ETA: 0s - loss: 28.3847 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 18us/sample - loss: 28.4258 - vae_accuracy: 0.9132 - val_loss: 28.0605 - val_vae_accuracy: 0.9657 Epoch 3338/4000 14800/16000 [==========================>...] - ETA: 0s - loss: 28.4135 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3657 - vae_accuracy: 0.9132 - val_loss: 28.0721 - val_vae_accuracy: 0.9656 Epoch 3339/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.3094 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3769 - vae_accuracy: 0.9131 - val_loss: 28.0549 - val_vae_accuracy: 0.9658 Epoch 3340/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.5279 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4287 - vae_accuracy: 0.9131 - val_loss: 28.1432 - val_vae_accuracy: 0.9657 Epoch 3341/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.3841 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3889 - vae_accuracy: 0.9132 - val_loss: 28.1078 - val_vae_accuracy: 0.9657 Epoch 3342/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.3893 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3661 - vae_accuracy: 0.9132 - val_loss: 28.1351 - val_vae_accuracy: 0.9657 Epoch 3343/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.3071 - vae_accuracy: 0.9136WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3765 - vae_accuracy: 0.9132 - val_loss: 28.0255 - val_vae_accuracy: 0.9658 Epoch 3344/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.3610 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4019 - vae_accuracy: 0.9131 - val_loss: 28.1679 - val_vae_accuracy: 0.9656 Epoch 3345/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.4154 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4076 - vae_accuracy: 0.9131 - val_loss: 27.9187 - val_vae_accuracy: 0.9658 Epoch 3346/4000 15100/16000 [===========================>..] - ETA: 0s - loss: 28.3873 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4039 - vae_accuracy: 0.9131 - val_loss: 27.8737 - val_vae_accuracy: 0.9659 Epoch 3347/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.4170 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4000 - vae_accuracy: 0.9131 - val_loss: 28.0644 - val_vae_accuracy: 0.9657 Epoch 3348/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.2644 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3838 - vae_accuracy: 0.9132 - val_loss: 28.0866 - val_vae_accuracy: 0.9657 Epoch 3349/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.3965 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4158 - vae_accuracy: 0.9131 - val_loss: 28.1372 - val_vae_accuracy: 0.9656 Epoch 3350/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.3960 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4257 - vae_accuracy: 0.9131 - val_loss: 28.1049 - val_vae_accuracy: 0.9658 Epoch 3351/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.3733 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4001 - vae_accuracy: 0.9132 - val_loss: 28.0839 - val_vae_accuracy: 0.9657 Epoch 3352/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.3444 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3933 - vae_accuracy: 0.9131 - val_loss: 28.0979 - val_vae_accuracy: 0.9658 Epoch 3353/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.4857 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4043 - vae_accuracy: 0.9131 - val_loss: 28.4268 - val_vae_accuracy: 0.9654 Epoch 3354/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.4821 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3743 - vae_accuracy: 0.9132 - val_loss: 28.3507 - val_vae_accuracy: 0.9656 Epoch 3355/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.4200 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3927 - vae_accuracy: 0.9131 - val_loss: 28.1162 - val_vae_accuracy: 0.9658 Epoch 3356/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.3960 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3866 - vae_accuracy: 0.9131 - val_loss: 28.1369 - val_vae_accuracy: 0.9658 Epoch 3357/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.4526 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4151 - vae_accuracy: 0.9131 - val_loss: 28.2904 - val_vae_accuracy: 0.9658 Epoch 3358/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.4030 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3648 - vae_accuracy: 0.9131 - val_loss: 28.3311 - val_vae_accuracy: 0.9657 Epoch 3359/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.1435 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3964 - vae_accuracy: 0.9131 - val_loss: 28.2414 - val_vae_accuracy: 0.9657 Epoch 3360/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.2834 - vae_accuracy: 0.9137WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3846 - vae_accuracy: 0.9132 - val_loss: 28.2143 - val_vae_accuracy: 0.9656 Epoch 3361/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.3001 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3942 - vae_accuracy: 0.9131 - val_loss: 28.0503 - val_vae_accuracy: 0.9659 Epoch 3362/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.4432 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4123 - vae_accuracy: 0.9131 - val_loss: 28.2147 - val_vae_accuracy: 0.9657 Epoch 3363/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.3131 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3739 - vae_accuracy: 0.9131 - val_loss: 28.3523 - val_vae_accuracy: 0.9655 Epoch 3364/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.3274 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4259 - vae_accuracy: 0.9131 - val_loss: 28.0898 - val_vae_accuracy: 0.9660 Epoch 3365/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.2073 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4262 - vae_accuracy: 0.9132 - val_loss: 28.1429 - val_vae_accuracy: 0.9659 Epoch 3366/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.4668 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3996 - vae_accuracy: 0.9132 - val_loss: 28.1679 - val_vae_accuracy: 0.9657 Epoch 3367/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.4146 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3962 - vae_accuracy: 0.9130 - val_loss: 28.2848 - val_vae_accuracy: 0.9656 Epoch 3368/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.2957 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3954 - vae_accuracy: 0.9131 - val_loss: 28.4365 - val_vae_accuracy: 0.9656 Epoch 3369/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.5426 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4125 - vae_accuracy: 0.9131 - val_loss: 28.1209 - val_vae_accuracy: 0.9658 Epoch 3370/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.3477 - vae_accuracy: 0.9136WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3788 - vae_accuracy: 0.9132 - val_loss: 28.2662 - val_vae_accuracy: 0.9658 Epoch 3371/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.4051 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3881 - vae_accuracy: 0.9132 - val_loss: 28.1692 - val_vae_accuracy: 0.9658 Epoch 3372/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.3703 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3935 - vae_accuracy: 0.9132 - val_loss: 28.2445 - val_vae_accuracy: 0.9659 Epoch 3373/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.2996 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3921 - vae_accuracy: 0.9132 - val_loss: 28.1113 - val_vae_accuracy: 0.9658 Epoch 3374/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.3831 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3658 - vae_accuracy: 0.9132 - val_loss: 28.2000 - val_vae_accuracy: 0.9659 Epoch 3375/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.4562 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3651 - vae_accuracy: 0.9132 - val_loss: 28.1972 - val_vae_accuracy: 0.9659 Epoch 3376/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.4232 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4213 - vae_accuracy: 0.9131 - val_loss: 28.2581 - val_vae_accuracy: 0.9658 Epoch 3377/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.6299 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4293 - vae_accuracy: 0.9131 - val_loss: 28.4096 - val_vae_accuracy: 0.9656 Epoch 3378/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.4794 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4235 - vae_accuracy: 0.9131 - val_loss: 28.3140 - val_vae_accuracy: 0.9658 Epoch 3379/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.4239 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3946 - vae_accuracy: 0.9132 - val_loss: 28.3583 - val_vae_accuracy: 0.9656 Epoch 3380/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.3711 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4241 - vae_accuracy: 0.9131 - val_loss: 28.5076 - val_vae_accuracy: 0.9657 Epoch 3381/4000 14700/16000 [==========================>...] - ETA: 0s - loss: 28.3430 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3906 - vae_accuracy: 0.9131 - val_loss: 28.4817 - val_vae_accuracy: 0.9659 Epoch 3382/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.3631 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3701 - vae_accuracy: 0.9132 - val_loss: 28.4030 - val_vae_accuracy: 0.9658 Epoch 3383/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.5328 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3957 - vae_accuracy: 0.9131 - val_loss: 28.5556 - val_vae_accuracy: 0.9657 Epoch 3384/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.4517 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4108 - vae_accuracy: 0.9131 - val_loss: 28.5301 - val_vae_accuracy: 0.9659 Epoch 3385/4000 14000/16000 [=========================>....] - ETA: 0s - loss: 28.4613 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4173 - vae_accuracy: 0.9132 - val_loss: 28.6828 - val_vae_accuracy: 0.9656 Epoch 3386/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 28.3643 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4080 - vae_accuracy: 0.9131 - val_loss: 28.2459 - val_vae_accuracy: 0.9659 Epoch 3387/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.3699 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4150 - vae_accuracy: 0.9131 - val_loss: 28.3143 - val_vae_accuracy: 0.9657 Epoch 3388/4000 14500/16000 [==========================>...] - ETA: 0s - loss: 28.3380 - vae_accuracy: 0.9133- ETA: 0s - loss: 28.3307 - vae_accuracy: 0.91WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3817 - vae_accuracy: 0.9132 - val_loss: 28.1605 - val_vae_accuracy: 0.9660 Epoch 3389/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.3693 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4095 - vae_accuracy: 0.9131 - val_loss: 28.2345 - val_vae_accuracy: 0.9658 Epoch 3390/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.3880 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3950 - vae_accuracy: 0.9131 - val_loss: 28.3970 - val_vae_accuracy: 0.9657 Epoch 3391/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.4641 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.4016 - vae_accuracy: 0.9132 - val_loss: 28.7002 - val_vae_accuracy: 0.9655 Epoch 3392/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.3509 - vae_accuracy: 0.9136WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3889 - vae_accuracy: 0.9132 - val_loss: 28.6468 - val_vae_accuracy: 0.9656 Epoch 3393/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.4373 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4043 - vae_accuracy: 0.9131 - val_loss: 28.5808 - val_vae_accuracy: 0.9658 Epoch 3394/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.4107 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3959 - vae_accuracy: 0.9132 - val_loss: 28.9222 - val_vae_accuracy: 0.9658 Epoch 3395/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.4995 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4778 - vae_accuracy: 0.9131 - val_loss: 29.0037 - val_vae_accuracy: 0.9657 Epoch 3396/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.5046 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.3796 - vae_accuracy: 0.9132 - val_loss: 28.7282 - val_vae_accuracy: 0.9656 Epoch 3397/4000 15100/16000 [===========================>..] - ETA: 0s - loss: 28.3708 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3932 - vae_accuracy: 0.9131 - val_loss: 28.4622 - val_vae_accuracy: 0.9659 Epoch 3398/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.3569 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.3932 - vae_accuracy: 0.9132 - val_loss: 28.5471 - val_vae_accuracy: 0.9658 Epoch 3399/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.3912 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3857 - vae_accuracy: 0.9131 - val_loss: 28.7591 - val_vae_accuracy: 0.9658 Epoch 3400/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.4028 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3800 - vae_accuracy: 0.9131 - val_loss: 28.5899 - val_vae_accuracy: 0.9656 Epoch 3401/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.4420 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3910 - vae_accuracy: 0.9131 - val_loss: 28.3974 - val_vae_accuracy: 0.9658 Epoch 3402/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.4105 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4252 - vae_accuracy: 0.9130 - val_loss: 28.5633 - val_vae_accuracy: 0.9656 Epoch 3403/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.3497 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3738 - vae_accuracy: 0.9131 - val_loss: 28.3984 - val_vae_accuracy: 0.9655 Epoch 3404/4000 15000/16000 [===========================>..] - ETA: 0s - loss: 28.3540 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3933 - vae_accuracy: 0.9131 - val_loss: 28.4734 - val_vae_accuracy: 0.9656 Epoch 3405/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.3647 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 17us/sample - loss: 28.3635 - vae_accuracy: 0.9131 - val_loss: 28.3653 - val_vae_accuracy: 0.9656 Epoch 3406/4000 14300/16000 [=========================>....] - ETA: 0s - loss: 28.4085 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3884 - vae_accuracy: 0.9131 - val_loss: 28.3622 - val_vae_accuracy: 0.9656 Epoch 3407/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.3958 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.3891 - vae_accuracy: 0.9131 - val_loss: 28.5080 - val_vae_accuracy: 0.9656 Epoch 3408/4000 11900/16000 [=====================>........] - ETA: 0s - loss: 28.4226 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4030 - vae_accuracy: 0.9131 - val_loss: 28.5601 - val_vae_accuracy: 0.9657 Epoch 3409/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.2853 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3886 - vae_accuracy: 0.9132 - val_loss: 28.4466 - val_vae_accuracy: 0.9659 Epoch 3410/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.3766 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3881 - vae_accuracy: 0.9131 - val_loss: 28.4241 - val_vae_accuracy: 0.9656 Epoch 3411/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.4186 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4026 - vae_accuracy: 0.9132 - val_loss: 28.6462 - val_vae_accuracy: 0.9654 Epoch 3412/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.4074 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3957 - vae_accuracy: 0.9131 - val_loss: 28.6736 - val_vae_accuracy: 0.9657 Epoch 3413/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.3739 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4231 - vae_accuracy: 0.9131 - val_loss: 28.7301 - val_vae_accuracy: 0.9654 Epoch 3414/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.4985 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4143 - vae_accuracy: 0.9131 - val_loss: 28.6769 - val_vae_accuracy: 0.9656 Epoch 3415/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.4100 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.4289 - vae_accuracy: 0.9131 - val_loss: 28.3622 - val_vae_accuracy: 0.9656 Epoch 3416/4000 14800/16000 [==========================>...] - ETA: 0s - loss: 28.4250 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4208 - vae_accuracy: 0.9131 - val_loss: 28.1621 - val_vae_accuracy: 0.9659 Epoch 3417/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.4131 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4181 - vae_accuracy: 0.9131 - val_loss: 28.1112 - val_vae_accuracy: 0.9658 Epoch 3418/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.3087 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.3796 - vae_accuracy: 0.9132 - val_loss: 28.2548 - val_vae_accuracy: 0.9656 Epoch 3419/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.3958 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3919 - vae_accuracy: 0.9132 - val_loss: 28.2358 - val_vae_accuracy: 0.9657 Epoch 3420/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.3875 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3850 - vae_accuracy: 0.9131 - val_loss: 28.3091 - val_vae_accuracy: 0.9656 Epoch 3421/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.4317 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4031 - vae_accuracy: 0.9131 - val_loss: 28.3526 - val_vae_accuracy: 0.9657 Epoch 3422/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.3965 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3933 - vae_accuracy: 0.9131 - val_loss: 28.4206 - val_vae_accuracy: 0.9657 Epoch 3423/4000 14600/16000 [==========================>...] - ETA: 0s - loss: 28.3339 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4091 - vae_accuracy: 0.9131 - val_loss: 28.2601 - val_vae_accuracy: 0.9658 Epoch 3424/4000 15100/16000 [===========================>..] - ETA: 0s - loss: 28.4053 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4059 - vae_accuracy: 0.9132 - val_loss: 28.5439 - val_vae_accuracy: 0.9656 Epoch 3425/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.5533 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4304 - vae_accuracy: 0.9131 - val_loss: 28.6409 - val_vae_accuracy: 0.9655 Epoch 3426/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.3880 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4270 - vae_accuracy: 0.9131 - val_loss: 28.2655 - val_vae_accuracy: 0.9657 Epoch 3427/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.4617 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3998 - vae_accuracy: 0.9131 - val_loss: 28.5430 - val_vae_accuracy: 0.9654 Epoch 3428/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.4157 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3836 - vae_accuracy: 0.9131 - val_loss: 28.4597 - val_vae_accuracy: 0.9657 Epoch 3429/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.3794 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3829 - vae_accuracy: 0.9132 - val_loss: 28.3639 - val_vae_accuracy: 0.9656 Epoch 3430/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.3075 - vae_accuracy: 0.9137WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3929 - vae_accuracy: 0.9132 - val_loss: 28.1265 - val_vae_accuracy: 0.9660 Epoch 3431/4000 14700/16000 [==========================>...] - ETA: 0s - loss: 28.3765 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3774 - vae_accuracy: 0.9131 - val_loss: 28.2731 - val_vae_accuracy: 0.9656 Epoch 3432/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.4266 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3695 - vae_accuracy: 0.9132 - val_loss: 28.3555 - val_vae_accuracy: 0.9656 Epoch 3433/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.2624 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3955 - vae_accuracy: 0.9131 - val_loss: 28.2122 - val_vae_accuracy: 0.9657 Epoch 3434/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.3476 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3756 - vae_accuracy: 0.9131 - val_loss: 28.2639 - val_vae_accuracy: 0.9657 Epoch 3435/4000 14500/16000 [==========================>...] - ETA: 0s - loss: 28.4232 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 18us/sample - loss: 28.4011 - vae_accuracy: 0.9132 - val_loss: 28.3507 - val_vae_accuracy: 0.9657 Epoch 3436/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.4342 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3812 - vae_accuracy: 0.9130 - val_loss: 28.3962 - val_vae_accuracy: 0.9655 Epoch 3437/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.4298 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4309 - vae_accuracy: 0.9132 - val_loss: 28.1772 - val_vae_accuracy: 0.9658 Epoch 3438/4000 15100/16000 [===========================>..] - ETA: 0s - loss: 28.3413 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3816 - vae_accuracy: 0.9132 - val_loss: 28.2140 - val_vae_accuracy: 0.9657 Epoch 3439/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.3870 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3975 - vae_accuracy: 0.9131 - val_loss: 28.0483 - val_vae_accuracy: 0.9658 Epoch 3440/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.3971 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3971 - vae_accuracy: 0.9132 - val_loss: 28.2387 - val_vae_accuracy: 0.9656 Epoch 3441/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.3910 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3910 - vae_accuracy: 0.9131 - val_loss: 28.3107 - val_vae_accuracy: 0.9654 Epoch 3442/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.4402 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4392 - vae_accuracy: 0.9131 - val_loss: 28.1320 - val_vae_accuracy: 0.9658 Epoch 3443/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.3786 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3742 - vae_accuracy: 0.9132 - val_loss: 28.1232 - val_vae_accuracy: 0.9658 Epoch 3444/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.4147 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3849 - vae_accuracy: 0.9131 - val_loss: 28.1299 - val_vae_accuracy: 0.9656 Epoch 3445/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.4283 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4125 - vae_accuracy: 0.9131 - val_loss: 28.2883 - val_vae_accuracy: 0.9656 Epoch 3446/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.5445 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4333 - vae_accuracy: 0.9131 - val_loss: 28.1670 - val_vae_accuracy: 0.9658 Epoch 3447/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.3903 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4107 - vae_accuracy: 0.9131 - val_loss: 28.1175 - val_vae_accuracy: 0.9657 Epoch 3448/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.4843 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3831 - vae_accuracy: 0.9130 - val_loss: 28.3067 - val_vae_accuracy: 0.9654 Epoch 3449/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.4226 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4225 - vae_accuracy: 0.9131 - val_loss: 28.1185 - val_vae_accuracy: 0.9657 Epoch 3450/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.4478 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4005 - vae_accuracy: 0.9131 - val_loss: 28.1948 - val_vae_accuracy: 0.9656 Epoch 3451/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.3680 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3680 - vae_accuracy: 0.9132 - val_loss: 28.1173 - val_vae_accuracy: 0.9658 Epoch 3452/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.3762 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4123 - vae_accuracy: 0.9132 - val_loss: 28.2572 - val_vae_accuracy: 0.9658 Epoch 3453/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.4404 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4404 - vae_accuracy: 0.9131 - val_loss: 28.1148 - val_vae_accuracy: 0.9656 Epoch 3454/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.3421 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3835 - vae_accuracy: 0.9132 - val_loss: 28.1756 - val_vae_accuracy: 0.9658 Epoch 3455/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.3786 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3940 - vae_accuracy: 0.9132 - val_loss: 28.1308 - val_vae_accuracy: 0.9659 Epoch 3456/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.4012 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4012 - vae_accuracy: 0.9132 - val_loss: 28.2672 - val_vae_accuracy: 0.9658 Epoch 3457/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.4941 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3867 - vae_accuracy: 0.9132 - val_loss: 28.4932 - val_vae_accuracy: 0.9658 Epoch 3458/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.3887 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4036 - vae_accuracy: 0.9131 - val_loss: 28.6975 - val_vae_accuracy: 0.9655 Epoch 3459/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.4199 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4191 - vae_accuracy: 0.9131 - val_loss: 28.2689 - val_vae_accuracy: 0.9658 Epoch 3460/4000 15100/16000 [===========================>..] - ETA: 0s - loss: 28.4070 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4126 - vae_accuracy: 0.9131 - val_loss: 28.2269 - val_vae_accuracy: 0.9658 Epoch 3461/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.4292 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.4268 - vae_accuracy: 0.9132 - val_loss: 28.2030 - val_vae_accuracy: 0.9658 Epoch 3462/4000 14500/16000 [==========================>...] - ETA: 0s - loss: 28.3960 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3843 - vae_accuracy: 0.9132 - val_loss: 28.2001 - val_vae_accuracy: 0.9657 Epoch 3463/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.4261 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3746 - vae_accuracy: 0.9132 - val_loss: 28.2018 - val_vae_accuracy: 0.9657 Epoch 3464/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.3953 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3998 - vae_accuracy: 0.9132 - val_loss: 27.9474 - val_vae_accuracy: 0.9658 Epoch 3465/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.4329 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4198 - vae_accuracy: 0.9131 - val_loss: 28.1333 - val_vae_accuracy: 0.9657 Epoch 3466/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.3215 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4151 - vae_accuracy: 0.9132 - val_loss: 28.2355 - val_vae_accuracy: 0.9656 Epoch 3467/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.3116 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.3776 - vae_accuracy: 0.9132 - val_loss: 28.2067 - val_vae_accuracy: 0.9657 Epoch 3468/4000 15000/16000 [===========================>..] - ETA: 0s - loss: 28.4618 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4029 - vae_accuracy: 0.9131 - val_loss: 28.0605 - val_vae_accuracy: 0.9657 Epoch 3469/4000 15000/16000 [===========================>..] - ETA: 0s - loss: 28.3716 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3858 - vae_accuracy: 0.9132 - val_loss: 27.9592 - val_vae_accuracy: 0.9660 Epoch 3470/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.4027 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3980 - vae_accuracy: 0.9131 - val_loss: 28.0276 - val_vae_accuracy: 0.9657 Epoch 3471/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.3833 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3758 - vae_accuracy: 0.9131 - val_loss: 28.2231 - val_vae_accuracy: 0.9656 Epoch 3472/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.3884 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3892 - vae_accuracy: 0.9131 - val_loss: 28.1633 - val_vae_accuracy: 0.9657 Epoch 3473/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.4551 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3711 - vae_accuracy: 0.9132 - val_loss: 28.0009 - val_vae_accuracy: 0.9658 Epoch 3474/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.3886 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3710 - vae_accuracy: 0.9132 - val_loss: 28.1730 - val_vae_accuracy: 0.9655 Epoch 3475/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.4088 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3826 - vae_accuracy: 0.9131 - val_loss: 28.1785 - val_vae_accuracy: 0.9657 Epoch 3476/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.3124 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3907 - vae_accuracy: 0.9131 - val_loss: 28.1501 - val_vae_accuracy: 0.9657 Epoch 3477/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.3459 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3667 - vae_accuracy: 0.9132 - val_loss: 28.0121 - val_vae_accuracy: 0.9658 Epoch 3478/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.4587 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3917 - vae_accuracy: 0.9132 - val_loss: 28.0883 - val_vae_accuracy: 0.9657 Epoch 3479/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.3941 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3975 - vae_accuracy: 0.9132 - val_loss: 28.1256 - val_vae_accuracy: 0.9656 Epoch 3480/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.3890 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3999 - vae_accuracy: 0.9131 - val_loss: 27.9703 - val_vae_accuracy: 0.9657 Epoch 3481/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.3880 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3977 - vae_accuracy: 0.9131 - val_loss: 28.0213 - val_vae_accuracy: 0.9657 Epoch 3482/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.1835 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3871 - vae_accuracy: 0.9131 - val_loss: 27.9865 - val_vae_accuracy: 0.9657 Epoch 3483/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.4709 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4122 - vae_accuracy: 0.9132 - val_loss: 28.0185 - val_vae_accuracy: 0.9659 Epoch 3484/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.4068 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3999 - vae_accuracy: 0.9131 - val_loss: 28.2445 - val_vae_accuracy: 0.9655 Epoch 3485/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.3977 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3721 - vae_accuracy: 0.9132 - val_loss: 28.1143 - val_vae_accuracy: 0.9656 Epoch 3486/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.4949 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3884 - vae_accuracy: 0.9131 - val_loss: 28.2242 - val_vae_accuracy: 0.9655 Epoch 3487/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.4183 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3982 - vae_accuracy: 0.9131 - val_loss: 28.1800 - val_vae_accuracy: 0.9656 Epoch 3488/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.4380 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4180 - vae_accuracy: 0.9131 - val_loss: 28.1043 - val_vae_accuracy: 0.9657 Epoch 3489/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.3984 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4048 - vae_accuracy: 0.9130 - val_loss: 27.9831 - val_vae_accuracy: 0.9656 Epoch 3490/4000 14800/16000 [==========================>...] - ETA: 0s - loss: 28.4014 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4329 - vae_accuracy: 0.9131 - val_loss: 28.0023 - val_vae_accuracy: 0.9659 Epoch 3491/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.4277 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3955 - vae_accuracy: 0.9132 - val_loss: 28.2411 - val_vae_accuracy: 0.9656 Epoch 3492/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.3922 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3810 - vae_accuracy: 0.9132 - val_loss: 28.1699 - val_vae_accuracy: 0.9657 Epoch 3493/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.3842 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3966 - vae_accuracy: 0.9131 - val_loss: 28.2873 - val_vae_accuracy: 0.9656 Epoch 3494/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.4412 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 17us/sample - loss: 28.4181 - vae_accuracy: 0.9131 - val_loss: 28.0627 - val_vae_accuracy: 0.9658 Epoch 3495/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.4734 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3888 - vae_accuracy: 0.9132 - val_loss: 27.9650 - val_vae_accuracy: 0.9657 Epoch 3496/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.4102 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3997 - vae_accuracy: 0.9131 - val_loss: 28.0583 - val_vae_accuracy: 0.9654 Epoch 3497/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.4284 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4168 - vae_accuracy: 0.9131 - val_loss: 28.0432 - val_vae_accuracy: 0.9658 Epoch 3498/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.4231 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4358 - vae_accuracy: 0.9132 - val_loss: 28.1124 - val_vae_accuracy: 0.9656 Epoch 3499/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.3938 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4087 - vae_accuracy: 0.9131 - val_loss: 28.0414 - val_vae_accuracy: 0.9658 Epoch 3500/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.3555 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3795 - vae_accuracy: 0.9132 - val_loss: 28.0487 - val_vae_accuracy: 0.9658 Epoch 3501/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.4065 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3766 - vae_accuracy: 0.9132 - val_loss: 28.0757 - val_vae_accuracy: 0.9656 Epoch 3502/4000 14500/16000 [==========================>...] - ETA: 0s - loss: 28.4505 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3812 - vae_accuracy: 0.9131 - val_loss: 28.0977 - val_vae_accuracy: 0.9657 Epoch 3503/4000 14600/16000 [==========================>...] - ETA: 0s - loss: 28.4507 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4197 - vae_accuracy: 0.9131 - val_loss: 28.0666 - val_vae_accuracy: 0.9659 Epoch 3504/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.4410 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.4027 - vae_accuracy: 0.9132 - val_loss: 28.0874 - val_vae_accuracy: 0.9656 Epoch 3505/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.3936 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3729 - vae_accuracy: 0.9131 - val_loss: 28.2157 - val_vae_accuracy: 0.9656 Epoch 3506/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.4402 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4209 - vae_accuracy: 0.9131 - val_loss: 28.2195 - val_vae_accuracy: 0.9656 Epoch 3507/4000 14700/16000 [==========================>...] - ETA: 0s - loss: 28.5371 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4586 - vae_accuracy: 0.9131 - val_loss: 28.1698 - val_vae_accuracy: 0.9656 Epoch 3508/4000 14000/16000 [=========================>....] - ETA: 0s - loss: 28.4482 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4247 - vae_accuracy: 0.9131 - val_loss: 28.0094 - val_vae_accuracy: 0.9656 Epoch 3509/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.4078 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3991 - vae_accuracy: 0.9131 - val_loss: 27.9306 - val_vae_accuracy: 0.9659 Epoch 3510/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.4928 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3832 - vae_accuracy: 0.9132 - val_loss: 28.1067 - val_vae_accuracy: 0.9657 Epoch 3511/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.3625 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.3548 - vae_accuracy: 0.9132 - val_loss: 28.2635 - val_vae_accuracy: 0.9655 Epoch 3512/4000 14300/16000 [=========================>....] - ETA: 0s - loss: 28.4639 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4128 - vae_accuracy: 0.9131 - val_loss: 28.3060 - val_vae_accuracy: 0.9654 Epoch 3513/4000 15100/16000 [===========================>..] - ETA: 0s - loss: 28.3329 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 18us/sample - loss: 28.4028 - vae_accuracy: 0.9131 - val_loss: 28.3353 - val_vae_accuracy: 0.9655 Epoch 3514/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.4701 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.3922 - vae_accuracy: 0.9131 - val_loss: 28.0823 - val_vae_accuracy: 0.9656 Epoch 3515/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.2845 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3565 - vae_accuracy: 0.9132 - val_loss: 28.1395 - val_vae_accuracy: 0.9656 Epoch 3516/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.4142 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.4099 - vae_accuracy: 0.9131 - val_loss: 27.9983 - val_vae_accuracy: 0.9657 Epoch 3517/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.3025 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3509 - vae_accuracy: 0.9131 - val_loss: 28.1742 - val_vae_accuracy: 0.9655 Epoch 3518/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.3904 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3876 - vae_accuracy: 0.9132 - val_loss: 28.3431 - val_vae_accuracy: 0.9654 Epoch 3519/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.3839 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.4155 - vae_accuracy: 0.9131 - val_loss: 28.0748 - val_vae_accuracy: 0.9657 Epoch 3520/4000 14400/16000 [==========================>...] - ETA: 0s - loss: 28.4154 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3864 - vae_accuracy: 0.9132 - val_loss: 28.0139 - val_vae_accuracy: 0.9658 Epoch 3521/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.3769 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3936 - vae_accuracy: 0.9131 - val_loss: 28.0806 - val_vae_accuracy: 0.9657 Epoch 3522/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.3539 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3575 - vae_accuracy: 0.9132 - val_loss: 28.0802 - val_vae_accuracy: 0.9657 Epoch 3523/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.4202 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.3758 - vae_accuracy: 0.9132 - val_loss: 28.0905 - val_vae_accuracy: 0.9657 Epoch 3524/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.3628 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4013 - vae_accuracy: 0.9131 - val_loss: 28.1332 - val_vae_accuracy: 0.9655 Epoch 3525/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.3793 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.3910 - vae_accuracy: 0.9131 - val_loss: 27.9658 - val_vae_accuracy: 0.9658 Epoch 3526/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.3615 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3739 - vae_accuracy: 0.9131 - val_loss: 28.1140 - val_vae_accuracy: 0.9655 Epoch 3527/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.3203 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.3742 - vae_accuracy: 0.9131 - val_loss: 28.0048 - val_vae_accuracy: 0.9657 Epoch 3528/4000 14400/16000 [==========================>...] - ETA: 0s - loss: 28.4201 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4076 - vae_accuracy: 0.9131 - val_loss: 28.0168 - val_vae_accuracy: 0.9658 Epoch 3529/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.4879 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3980 - vae_accuracy: 0.9132 - val_loss: 27.9002 - val_vae_accuracy: 0.9659 Epoch 3530/4000 14300/16000 [=========================>....] - ETA: 0s - loss: 28.4068 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3963 - vae_accuracy: 0.9131 - val_loss: 28.1002 - val_vae_accuracy: 0.9655 Epoch 3531/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.4114 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.4003 - vae_accuracy: 0.9131 - val_loss: 27.9703 - val_vae_accuracy: 0.9657 Epoch 3532/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.3108 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.3758 - vae_accuracy: 0.9132 - val_loss: 28.0581 - val_vae_accuracy: 0.9656 Epoch 3533/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.3968 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.3784 - vae_accuracy: 0.9132 - val_loss: 28.0074 - val_vae_accuracy: 0.9657 Epoch 3534/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.3960 - vae_accuracy: 0.9137WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4099 - vae_accuracy: 0.9131 - val_loss: 28.0416 - val_vae_accuracy: 0.9656 Epoch 3535/4000 15000/16000 [===========================>..] - ETA: 0s - loss: 28.3352 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3559 - vae_accuracy: 0.9132 - val_loss: 27.8969 - val_vae_accuracy: 0.9657 Epoch 3536/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.3464 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3720 - vae_accuracy: 0.9132 - val_loss: 27.9748 - val_vae_accuracy: 0.9657 Epoch 3537/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.4712 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3896 - vae_accuracy: 0.9131 - val_loss: 28.0414 - val_vae_accuracy: 0.9656 Epoch 3538/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.4029 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3938 - vae_accuracy: 0.9132 - val_loss: 28.0043 - val_vae_accuracy: 0.9657 Epoch 3539/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.2963 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3561 - vae_accuracy: 0.9131 - val_loss: 28.1485 - val_vae_accuracy: 0.9654 Epoch 3540/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.4005 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3794 - vae_accuracy: 0.9131 - val_loss: 27.9630 - val_vae_accuracy: 0.9657 Epoch 3541/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.4105 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4103 - vae_accuracy: 0.9131 - val_loss: 28.1206 - val_vae_accuracy: 0.9654 Epoch 3542/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.4108 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3894 - vae_accuracy: 0.9131 - val_loss: 27.9500 - val_vae_accuracy: 0.9658 Epoch 3543/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.3174 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.4071 - vae_accuracy: 0.9131 - val_loss: 27.9290 - val_vae_accuracy: 0.9658 Epoch 3544/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.4269 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 17us/sample - loss: 28.3984 - vae_accuracy: 0.9132 - val_loss: 27.8429 - val_vae_accuracy: 0.9659 Epoch 3545/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.3119 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3944 - vae_accuracy: 0.9131 - val_loss: 28.0843 - val_vae_accuracy: 0.9655 Epoch 3546/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.3990 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3895 - vae_accuracy: 0.9132 - val_loss: 27.9281 - val_vae_accuracy: 0.9657 Epoch 3547/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.4307 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3865 - vae_accuracy: 0.9132 - val_loss: 28.0476 - val_vae_accuracy: 0.9657 Epoch 3548/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.4001 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3664 - vae_accuracy: 0.9131 - val_loss: 27.8637 - val_vae_accuracy: 0.9658 Epoch 3549/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.3794 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3989 - vae_accuracy: 0.9131 - val_loss: 28.0854 - val_vae_accuracy: 0.9656 Epoch 3550/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.4086 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3974 - vae_accuracy: 0.9131 - val_loss: 27.9101 - val_vae_accuracy: 0.9659 Epoch 3551/4000 14400/16000 [==========================>...] - ETA: 0s - loss: 28.3979 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4056 - vae_accuracy: 0.9131 - val_loss: 28.0523 - val_vae_accuracy: 0.9656 Epoch 3552/4000 14300/16000 [=========================>....] - ETA: 0s - loss: 28.3538 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3895 - vae_accuracy: 0.9131 - val_loss: 28.0578 - val_vae_accuracy: 0.9657 Epoch 3553/4000 14500/16000 [==========================>...] - ETA: 0s - loss: 28.3939 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4101 - vae_accuracy: 0.9131 - val_loss: 28.0674 - val_vae_accuracy: 0.9657 Epoch 3554/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.3958 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3950 - vae_accuracy: 0.9131 - val_loss: 27.9884 - val_vae_accuracy: 0.9658 Epoch 3555/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.3961 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.3823 - vae_accuracy: 0.9132 - val_loss: 28.0723 - val_vae_accuracy: 0.9657 Epoch 3556/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.4956 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.4114 - vae_accuracy: 0.9132 - val_loss: 27.9584 - val_vae_accuracy: 0.9660 Epoch 3557/4000 14300/16000 [=========================>....] - ETA: 0s - loss: 28.3937 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3889 - vae_accuracy: 0.9132 - val_loss: 28.0318 - val_vae_accuracy: 0.9656 Epoch 3558/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.4748 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3930 - vae_accuracy: 0.9131 - val_loss: 28.0950 - val_vae_accuracy: 0.9657 Epoch 3559/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 28.3036 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3891 - vae_accuracy: 0.9131 - val_loss: 28.0975 - val_vae_accuracy: 0.9657 Epoch 3560/4000 15000/16000 [===========================>..] - ETA: 0s - loss: 28.3988 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3720 - vae_accuracy: 0.9132 - val_loss: 28.0685 - val_vae_accuracy: 0.9656 Epoch 3561/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.4653 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4114 - vae_accuracy: 0.9131 - val_loss: 28.1206 - val_vae_accuracy: 0.9656 Epoch 3562/4000 14600/16000 [==========================>...] - ETA: 0s - loss: 28.3826 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4012 - vae_accuracy: 0.9131 - val_loss: 27.9797 - val_vae_accuracy: 0.9659 Epoch 3563/4000 14300/16000 [=========================>....] - ETA: 0s - loss: 28.3599 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4078 - vae_accuracy: 0.9131 - val_loss: 28.1807 - val_vae_accuracy: 0.9655 Epoch 3564/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.2874 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3929 - vae_accuracy: 0.9131 - val_loss: 28.0715 - val_vae_accuracy: 0.9656 Epoch 3565/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 28.3660 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4098 - vae_accuracy: 0.9131 - val_loss: 28.0998 - val_vae_accuracy: 0.9657 Epoch 3566/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.4673 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4022 - vae_accuracy: 0.9131 - val_loss: 28.0609 - val_vae_accuracy: 0.9655 Epoch 3567/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.4073 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3811 - vae_accuracy: 0.9130 - val_loss: 28.0072 - val_vae_accuracy: 0.9657 Epoch 3568/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.3487 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3919 - vae_accuracy: 0.9131 - val_loss: 28.1507 - val_vae_accuracy: 0.9655 Epoch 3569/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.4866 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.3978 - vae_accuracy: 0.9131 - val_loss: 28.2707 - val_vae_accuracy: 0.9654 Epoch 3570/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 28.4028 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4024 - vae_accuracy: 0.9132 - val_loss: 28.2083 - val_vae_accuracy: 0.9656 Epoch 3571/4000 14300/16000 [=========================>....] - ETA: 0s - loss: 28.4436 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4328 - vae_accuracy: 0.9131 - val_loss: 28.2675 - val_vae_accuracy: 0.9655 Epoch 3572/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.3918 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.4117 - vae_accuracy: 0.9131 - val_loss: 27.8943 - val_vae_accuracy: 0.9658 Epoch 3573/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.3711 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 19us/sample - loss: 28.3948 - vae_accuracy: 0.9132 - val_loss: 28.0999 - val_vae_accuracy: 0.9658 Epoch 3574/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.4211 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 19us/sample - loss: 28.4033 - vae_accuracy: 0.9132 - val_loss: 28.2627 - val_vae_accuracy: 0.9654 Epoch 3575/4000 14700/16000 [==========================>...] - ETA: 0s - loss: 28.4505 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 18us/sample - loss: 28.4383 - vae_accuracy: 0.9131 - val_loss: 28.1241 - val_vae_accuracy: 0.9657 Epoch 3576/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.3611 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.4086 - vae_accuracy: 0.9131 - val_loss: 28.1960 - val_vae_accuracy: 0.9656 Epoch 3577/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.4428 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4196 - vae_accuracy: 0.9131 - val_loss: 27.8509 - val_vae_accuracy: 0.9659 Epoch 3578/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.4339 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3696 - vae_accuracy: 0.9132 - val_loss: 28.0005 - val_vae_accuracy: 0.9659 Epoch 3579/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.5065 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4107 - vae_accuracy: 0.9132 - val_loss: 28.0802 - val_vae_accuracy: 0.9657 Epoch 3580/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.3596 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4045 - vae_accuracy: 0.9132 - val_loss: 28.0849 - val_vae_accuracy: 0.9657 Epoch 3581/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.3483 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3966 - vae_accuracy: 0.9132 - val_loss: 28.0585 - val_vae_accuracy: 0.9657 Epoch 3582/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.3278 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3860 - vae_accuracy: 0.9132 - val_loss: 28.0999 - val_vae_accuracy: 0.9656 Epoch 3583/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.2735 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3798 - vae_accuracy: 0.9131 - val_loss: 28.1557 - val_vae_accuracy: 0.9655 Epoch 3584/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.3267 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3529 - vae_accuracy: 0.9132 - val_loss: 28.2243 - val_vae_accuracy: 0.9653 Epoch 3585/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.3935 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3713 - vae_accuracy: 0.9131 - val_loss: 27.9732 - val_vae_accuracy: 0.9657 Epoch 3586/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.4400 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3818 - vae_accuracy: 0.9131 - val_loss: 27.8634 - val_vae_accuracy: 0.9659 Epoch 3587/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.4382 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3871 - vae_accuracy: 0.9131 - val_loss: 27.9754 - val_vae_accuracy: 0.9659 Epoch 3588/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.4744 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3807 - vae_accuracy: 0.9132 - val_loss: 28.2166 - val_vae_accuracy: 0.9654 Epoch 3589/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.3854 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3947 - vae_accuracy: 0.9131 - val_loss: 28.1264 - val_vae_accuracy: 0.9656 Epoch 3590/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.4973 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3876 - vae_accuracy: 0.9131 - val_loss: 27.9886 - val_vae_accuracy: 0.9656 Epoch 3591/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.3433 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4001 - vae_accuracy: 0.9131 - val_loss: 27.7494 - val_vae_accuracy: 0.9661 Epoch 3592/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.3774 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3821 - vae_accuracy: 0.9132 - val_loss: 27.9768 - val_vae_accuracy: 0.9658 Epoch 3593/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.4572 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3942 - vae_accuracy: 0.9132 - val_loss: 27.9357 - val_vae_accuracy: 0.9659 Epoch 3594/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.4891 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4002 - vae_accuracy: 0.9132 - val_loss: 27.9538 - val_vae_accuracy: 0.9659 Epoch 3595/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.3717 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3671 - vae_accuracy: 0.9133 - val_loss: 28.1164 - val_vae_accuracy: 0.9655 Epoch 3596/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.4275 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4162 - vae_accuracy: 0.9130 - val_loss: 28.0729 - val_vae_accuracy: 0.9655 Epoch 3597/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.4300 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3762 - vae_accuracy: 0.9132 - val_loss: 27.9612 - val_vae_accuracy: 0.9657 Epoch 3598/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.3430 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3680 - vae_accuracy: 0.9132 - val_loss: 28.0695 - val_vae_accuracy: 0.9656 Epoch 3599/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.5482 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3876 - vae_accuracy: 0.9132 - val_loss: 28.0926 - val_vae_accuracy: 0.9656 Epoch 3600/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.3540 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3833 - vae_accuracy: 0.9132 - val_loss: 28.0369 - val_vae_accuracy: 0.9657 Epoch 3601/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.4592 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3892 - vae_accuracy: 0.9131 - val_loss: 27.9302 - val_vae_accuracy: 0.9658 Epoch 3602/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.2741 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3445 - vae_accuracy: 0.9131 - val_loss: 28.0577 - val_vae_accuracy: 0.9656 Epoch 3603/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.2656 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3714 - vae_accuracy: 0.9132 - val_loss: 28.1178 - val_vae_accuracy: 0.9654 Epoch 3604/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.3184 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3872 - vae_accuracy: 0.9131 - val_loss: 27.9569 - val_vae_accuracy: 0.9658 Epoch 3605/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.4565 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3886 - vae_accuracy: 0.9131 - val_loss: 27.9876 - val_vae_accuracy: 0.9657 Epoch 3606/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.3762 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3795 - vae_accuracy: 0.9131 - val_loss: 28.1489 - val_vae_accuracy: 0.9655 Epoch 3607/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.3673 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3983 - vae_accuracy: 0.9131 - val_loss: 27.9778 - val_vae_accuracy: 0.9659 Epoch 3608/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.4065 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4185 - vae_accuracy: 0.9132 - val_loss: 28.0881 - val_vae_accuracy: 0.9657 Epoch 3609/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.4016 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4074 - vae_accuracy: 0.9131 - val_loss: 28.1797 - val_vae_accuracy: 0.9656 Epoch 3610/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.4433 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3843 - vae_accuracy: 0.9132 - val_loss: 28.0273 - val_vae_accuracy: 0.9657 Epoch 3611/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.3452 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4044 - vae_accuracy: 0.9131 - val_loss: 28.1605 - val_vae_accuracy: 0.9655 Epoch 3612/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.4510 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4224 - vae_accuracy: 0.9131 - val_loss: 28.0718 - val_vae_accuracy: 0.9657 Epoch 3613/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.4062 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3941 - vae_accuracy: 0.9131 - val_loss: 28.1168 - val_vae_accuracy: 0.9656 Epoch 3614/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.5374 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3864 - vae_accuracy: 0.9131 - val_loss: 28.1037 - val_vae_accuracy: 0.9657 Epoch 3615/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.4010 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4028 - vae_accuracy: 0.9131 - val_loss: 28.0114 - val_vae_accuracy: 0.9659 Epoch 3616/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.4848 - vae_accuracy: 0.9136WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3869 - vae_accuracy: 0.9132 - val_loss: 27.9841 - val_vae_accuracy: 0.9657 Epoch 3617/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.3836 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3813 - vae_accuracy: 0.9132 - val_loss: 27.8774 - val_vae_accuracy: 0.9658 Epoch 3618/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.2850 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3679 - vae_accuracy: 0.9131 - val_loss: 28.0910 - val_vae_accuracy: 0.9654 Epoch 3619/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.4911 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4031 - vae_accuracy: 0.9131 - val_loss: 28.1370 - val_vae_accuracy: 0.9655 Epoch 3620/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.3687 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3952 - vae_accuracy: 0.9132 - val_loss: 27.9632 - val_vae_accuracy: 0.9658 Epoch 3621/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.4091 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3660 - vae_accuracy: 0.9132 - val_loss: 27.9679 - val_vae_accuracy: 0.9657 Epoch 3622/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.3424 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4028 - vae_accuracy: 0.9131 - val_loss: 27.9502 - val_vae_accuracy: 0.9657 Epoch 3623/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.5410 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3908 - vae_accuracy: 0.9132 - val_loss: 28.0578 - val_vae_accuracy: 0.9655 Epoch 3624/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.3060 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3889 - vae_accuracy: 0.9131 - val_loss: 28.2657 - val_vae_accuracy: 0.9652 Epoch 3625/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.5133 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4153 - vae_accuracy: 0.9131 - val_loss: 27.9213 - val_vae_accuracy: 0.9658 Epoch 3626/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.4974 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3811 - vae_accuracy: 0.9132 - val_loss: 28.0284 - val_vae_accuracy: 0.9655 Epoch 3627/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.3876 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3690 - vae_accuracy: 0.9131 - val_loss: 27.9941 - val_vae_accuracy: 0.9656 Epoch 3628/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.4375 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3781 - vae_accuracy: 0.9132 - val_loss: 27.8901 - val_vae_accuracy: 0.9658 Epoch 3629/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.4282 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3909 - vae_accuracy: 0.9131 - val_loss: 27.8405 - val_vae_accuracy: 0.9659 Epoch 3630/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.3207 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3743 - vae_accuracy: 0.9131 - val_loss: 27.8696 - val_vae_accuracy: 0.9659 Epoch 3631/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.4314 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3742 - vae_accuracy: 0.9132 - val_loss: 28.1549 - val_vae_accuracy: 0.9656 Epoch 3632/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.3607 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4137 - vae_accuracy: 0.9131 - val_loss: 28.1615 - val_vae_accuracy: 0.9655 Epoch 3633/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.3646 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4049 - vae_accuracy: 0.9131 - val_loss: 28.0010 - val_vae_accuracy: 0.9656 Epoch 3634/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.4762 - vae_accuracy: 0.9136WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4159 - vae_accuracy: 0.9131 - val_loss: 27.9994 - val_vae_accuracy: 0.9657 Epoch 3635/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.2916 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4022 - vae_accuracy: 0.9131 - val_loss: 28.0934 - val_vae_accuracy: 0.9656 Epoch 3636/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.2993 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4389 - vae_accuracy: 0.9131 - val_loss: 27.9733 - val_vae_accuracy: 0.9657 Epoch 3637/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.4261 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3873 - vae_accuracy: 0.9131 - val_loss: 28.1303 - val_vae_accuracy: 0.9656 Epoch 3638/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.4141 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3946 - vae_accuracy: 0.9131 - val_loss: 28.2736 - val_vae_accuracy: 0.9654 Epoch 3639/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.4113 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4142 - vae_accuracy: 0.9131 - val_loss: 27.9735 - val_vae_accuracy: 0.9657 Epoch 3640/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.2836 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4137 - vae_accuracy: 0.9131 - val_loss: 28.0692 - val_vae_accuracy: 0.9656 Epoch 3641/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.3314 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4066 - vae_accuracy: 0.9132 - val_loss: 27.9119 - val_vae_accuracy: 0.9659 Epoch 3642/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.3805 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3903 - vae_accuracy: 0.9132 - val_loss: 27.9377 - val_vae_accuracy: 0.9657 Epoch 3643/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.4098 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4115 - vae_accuracy: 0.9132 - val_loss: 28.1079 - val_vae_accuracy: 0.9656 Epoch 3644/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.4537 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4520 - vae_accuracy: 0.9130 - val_loss: 28.1217 - val_vae_accuracy: 0.9655 Epoch 3645/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.4943 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4080 - vae_accuracy: 0.9131 - val_loss: 28.0124 - val_vae_accuracy: 0.9657 Epoch 3646/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.5112 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3765 - vae_accuracy: 0.9131 - val_loss: 28.0498 - val_vae_accuracy: 0.9655 Epoch 3647/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.5494 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3806 - vae_accuracy: 0.9131 - val_loss: 28.0181 - val_vae_accuracy: 0.9656 Epoch 3648/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.4336 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3903 - vae_accuracy: 0.9131 - val_loss: 28.0526 - val_vae_accuracy: 0.9655 Epoch 3649/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.3075 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4144 - vae_accuracy: 0.9130 - val_loss: 28.0603 - val_vae_accuracy: 0.9656 Epoch 3650/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.4340 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3942 - vae_accuracy: 0.9132 - val_loss: 27.9890 - val_vae_accuracy: 0.9657 Epoch 3651/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.4559 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3981 - vae_accuracy: 0.9131 - val_loss: 28.1261 - val_vae_accuracy: 0.9656 Epoch 3652/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.3177 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3760 - vae_accuracy: 0.9131 - val_loss: 28.1581 - val_vae_accuracy: 0.9653 Epoch 3653/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.3700 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4105 - vae_accuracy: 0.9131 - val_loss: 28.1169 - val_vae_accuracy: 0.9655 Epoch 3654/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.3398 - vae_accuracy: 0.9136WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3919 - vae_accuracy: 0.9132 - val_loss: 28.1208 - val_vae_accuracy: 0.9656 Epoch 3655/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.4182 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4066 - vae_accuracy: 0.9132 - val_loss: 28.0134 - val_vae_accuracy: 0.9658 Epoch 3656/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.3250 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3803 - vae_accuracy: 0.9131 - val_loss: 28.3003 - val_vae_accuracy: 0.9653 Epoch 3657/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.3739 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3740 - vae_accuracy: 0.9132 - val_loss: 28.0530 - val_vae_accuracy: 0.9657 Epoch 3658/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.3747 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3848 - vae_accuracy: 0.9131 - val_loss: 28.1179 - val_vae_accuracy: 0.9656 Epoch 3659/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.5277 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4267 - vae_accuracy: 0.9132 - val_loss: 28.0044 - val_vae_accuracy: 0.9658 Epoch 3660/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.2897 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3872 - vae_accuracy: 0.9131 - val_loss: 28.2069 - val_vae_accuracy: 0.9654 Epoch 3661/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.4294 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3941 - vae_accuracy: 0.9132 - val_loss: 28.0564 - val_vae_accuracy: 0.9656 Epoch 3662/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.4254 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4470 - vae_accuracy: 0.9131 - val_loss: 28.0516 - val_vae_accuracy: 0.9657 Epoch 3663/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.3937 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3972 - vae_accuracy: 0.9132 - val_loss: 28.0371 - val_vae_accuracy: 0.9657 Epoch 3664/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.3684 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4116 - vae_accuracy: 0.9131 - val_loss: 28.0144 - val_vae_accuracy: 0.9657 Epoch 3665/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.4333 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4370 - vae_accuracy: 0.9132 - val_loss: 28.1601 - val_vae_accuracy: 0.9655 Epoch 3666/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.4013 - vae_accuracy: 0.9137WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4199 - vae_accuracy: 0.9132 - val_loss: 28.0808 - val_vae_accuracy: 0.9657 Epoch 3667/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.3999 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3975 - vae_accuracy: 0.9132 - val_loss: 28.0561 - val_vae_accuracy: 0.9656 Epoch 3668/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.4591 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3933 - vae_accuracy: 0.9132 - val_loss: 27.9493 - val_vae_accuracy: 0.9657 Epoch 3669/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.3894 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3981 - vae_accuracy: 0.9132 - val_loss: 28.0354 - val_vae_accuracy: 0.9658 Epoch 3670/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.3938 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3972 - vae_accuracy: 0.9132 - val_loss: 28.0568 - val_vae_accuracy: 0.9656 Epoch 3671/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.3230 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3701 - vae_accuracy: 0.9131 - val_loss: 27.8774 - val_vae_accuracy: 0.9659 Epoch 3672/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.3298 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3777 - vae_accuracy: 0.9131 - val_loss: 28.1092 - val_vae_accuracy: 0.9656 Epoch 3673/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.4714 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4309 - vae_accuracy: 0.9131 - val_loss: 27.9322 - val_vae_accuracy: 0.9658 Epoch 3674/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.3909 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4009 - vae_accuracy: 0.9131 - val_loss: 28.1552 - val_vae_accuracy: 0.9656 Epoch 3675/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.3995 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3995 - vae_accuracy: 0.9131 - val_loss: 28.0794 - val_vae_accuracy: 0.9656 Epoch 3676/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.3477 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3898 - vae_accuracy: 0.9131 - val_loss: 28.2029 - val_vae_accuracy: 0.9656 Epoch 3677/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.4697 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3887 - vae_accuracy: 0.9131 - val_loss: 28.2075 - val_vae_accuracy: 0.9655 Epoch 3678/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.3794 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3904 - vae_accuracy: 0.9132 - val_loss: 28.0867 - val_vae_accuracy: 0.9656 Epoch 3679/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.4019 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3962 - vae_accuracy: 0.9132 - val_loss: 27.9801 - val_vae_accuracy: 0.9656 Epoch 3680/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.4161 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4365 - vae_accuracy: 0.9131 - val_loss: 28.0041 - val_vae_accuracy: 0.9656 Epoch 3681/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.4470 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4105 - vae_accuracy: 0.9131 - val_loss: 28.1120 - val_vae_accuracy: 0.9655 Epoch 3682/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.3155 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3961 - vae_accuracy: 0.9131 - val_loss: 28.1127 - val_vae_accuracy: 0.9656 Epoch 3683/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.4080 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3862 - vae_accuracy: 0.9132 - val_loss: 28.1093 - val_vae_accuracy: 0.9656 Epoch 3684/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.4733 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4047 - vae_accuracy: 0.9132 - val_loss: 28.0547 - val_vae_accuracy: 0.9657 Epoch 3685/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.3341 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3736 - vae_accuracy: 0.9132 - val_loss: 28.0469 - val_vae_accuracy: 0.9656 Epoch 3686/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.4405 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3914 - vae_accuracy: 0.9131 - val_loss: 28.1470 - val_vae_accuracy: 0.9656 Epoch 3687/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.3753 - vae_accuracy: 0.9136WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3998 - vae_accuracy: 0.9131 - val_loss: 28.1055 - val_vae_accuracy: 0.9656 Epoch 3688/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.4032 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3729 - vae_accuracy: 0.9132 - val_loss: 28.1429 - val_vae_accuracy: 0.9656 Epoch 3689/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.3707 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4024 - vae_accuracy: 0.9131 - val_loss: 28.2671 - val_vae_accuracy: 0.9655 Epoch 3690/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.4674 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4027 - vae_accuracy: 0.9131 - val_loss: 28.2326 - val_vae_accuracy: 0.9656 Epoch 3691/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.4429 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3874 - vae_accuracy: 0.9132 - val_loss: 28.2038 - val_vae_accuracy: 0.9656 Epoch 3692/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.4288 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4294 - vae_accuracy: 0.9132 - val_loss: 28.2489 - val_vae_accuracy: 0.9658 Epoch 3693/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.4413 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3975 - vae_accuracy: 0.9132 - val_loss: 28.2557 - val_vae_accuracy: 0.9657 Epoch 3694/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.4211 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4017 - vae_accuracy: 0.9131 - val_loss: 28.2417 - val_vae_accuracy: 0.9657 Epoch 3695/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 28.3615 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.3644 - vae_accuracy: 0.9132 - val_loss: 28.1883 - val_vae_accuracy: 0.9656 Epoch 3696/4000 14000/16000 [=========================>....] - ETA: 0s - loss: 28.2981 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.3921 - vae_accuracy: 0.9131 - val_loss: 28.4305 - val_vae_accuracy: 0.9654 Epoch 3697/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.3994 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3994 - vae_accuracy: 0.9132 - val_loss: 28.4204 - val_vae_accuracy: 0.9657 Epoch 3698/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.4505 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4057 - vae_accuracy: 0.9132 - val_loss: 28.4473 - val_vae_accuracy: 0.9655 Epoch 3699/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.4748 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3746 - vae_accuracy: 0.9131 - val_loss: 28.4718 - val_vae_accuracy: 0.9655 Epoch 3700/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.4225 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4051 - vae_accuracy: 0.9131 - val_loss: 28.3580 - val_vae_accuracy: 0.9655 Epoch 3701/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.4261 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3839 - vae_accuracy: 0.9131 - val_loss: 28.3399 - val_vae_accuracy: 0.9657 Epoch 3702/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.3588 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4156 - vae_accuracy: 0.9131 - val_loss: 28.3273 - val_vae_accuracy: 0.9657 Epoch 3703/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.3847 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3789 - vae_accuracy: 0.9132 - val_loss: 28.2088 - val_vae_accuracy: 0.9659 Epoch 3704/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.5310 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3905 - vae_accuracy: 0.9132 - val_loss: 28.5048 - val_vae_accuracy: 0.9653 Epoch 3705/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.3649 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3929 - vae_accuracy: 0.9131 - val_loss: 28.2231 - val_vae_accuracy: 0.9657 Epoch 3706/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.3663 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3949 - vae_accuracy: 0.9131 - val_loss: 28.3962 - val_vae_accuracy: 0.9654 Epoch 3707/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.3773 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3808 - vae_accuracy: 0.9131 - val_loss: 28.7112 - val_vae_accuracy: 0.9652 Epoch 3708/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.3311 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4093 - vae_accuracy: 0.9131 - val_loss: 28.3502 - val_vae_accuracy: 0.9654 Epoch 3709/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.2345 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4058 - vae_accuracy: 0.9131 - val_loss: 28.0715 - val_vae_accuracy: 0.9656 Epoch 3710/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.4340 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4028 - vae_accuracy: 0.9131 - val_loss: 28.1324 - val_vae_accuracy: 0.9655 Epoch 3711/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.4524 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4087 - vae_accuracy: 0.9131 - val_loss: 28.2574 - val_vae_accuracy: 0.9655 Epoch 3712/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.4474 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4186 - vae_accuracy: 0.9131 - val_loss: 28.1453 - val_vae_accuracy: 0.9657 Epoch 3713/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.4503 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4065 - vae_accuracy: 0.9131 - val_loss: 28.1575 - val_vae_accuracy: 0.9659 Epoch 3714/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.3953 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3815 - vae_accuracy: 0.9132 - val_loss: 28.2380 - val_vae_accuracy: 0.9657 Epoch 3715/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.4109 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3937 - vae_accuracy: 0.9131 - val_loss: 28.2257 - val_vae_accuracy: 0.9658 Epoch 3716/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.3803 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3995 - vae_accuracy: 0.9131 - val_loss: 28.0646 - val_vae_accuracy: 0.9659 Epoch 3717/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.4274 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3756 - vae_accuracy: 0.9132 - val_loss: 28.1145 - val_vae_accuracy: 0.9657 Epoch 3718/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.3840 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4034 - vae_accuracy: 0.9131 - val_loss: 27.9906 - val_vae_accuracy: 0.9659 Epoch 3719/4000 14500/16000 [==========================>...] - ETA: 0s - loss: 28.4264 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4141 - vae_accuracy: 0.9131 - val_loss: 28.1911 - val_vae_accuracy: 0.9657 Epoch 3720/4000 14400/16000 [==========================>...] - ETA: 0s - loss: 28.3692 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 11us/sample - loss: 28.4147 - vae_accuracy: 0.9132 - val_loss: 28.2022 - val_vae_accuracy: 0.9656 Epoch 3721/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.3686 - vae_accuracy: 0.9136WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3727 - vae_accuracy: 0.9132 - val_loss: 28.1497 - val_vae_accuracy: 0.9658 Epoch 3722/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.4448 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4012 - vae_accuracy: 0.9131 - val_loss: 28.3093 - val_vae_accuracy: 0.9656 Epoch 3723/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.4220 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3867 - vae_accuracy: 0.9131 - val_loss: 28.2556 - val_vae_accuracy: 0.9656 Epoch 3724/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.4325 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3924 - vae_accuracy: 0.9132 - val_loss: 28.1217 - val_vae_accuracy: 0.9658 Epoch 3725/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.3199 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3805 - vae_accuracy: 0.9132 - val_loss: 28.3324 - val_vae_accuracy: 0.9655 Epoch 3726/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.2613 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3824 - vae_accuracy: 0.9132 - val_loss: 28.2109 - val_vae_accuracy: 0.9656 Epoch 3727/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.4194 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4178 - vae_accuracy: 0.9132 - val_loss: 28.2195 - val_vae_accuracy: 0.9657 Epoch 3728/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.4345 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3667 - vae_accuracy: 0.9132 - val_loss: 28.2091 - val_vae_accuracy: 0.9657 Epoch 3729/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.4930 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3699 - vae_accuracy: 0.9132 - val_loss: 28.1705 - val_vae_accuracy: 0.9657 Epoch 3730/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.3222 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4149 - vae_accuracy: 0.9131 - val_loss: 28.2042 - val_vae_accuracy: 0.9657 Epoch 3731/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.4502 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4138 - vae_accuracy: 0.9131 - val_loss: 28.3971 - val_vae_accuracy: 0.9655 Epoch 3732/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.4405 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3898 - vae_accuracy: 0.9132 - val_loss: 28.2182 - val_vae_accuracy: 0.9657 Epoch 3733/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.4711 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4349 - vae_accuracy: 0.9130 - val_loss: 28.2751 - val_vae_accuracy: 0.9657 Epoch 3734/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.1642 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3815 - vae_accuracy: 0.9132 - val_loss: 28.1059 - val_vae_accuracy: 0.9656 Epoch 3735/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.4420 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3995 - vae_accuracy: 0.9131 - val_loss: 28.3109 - val_vae_accuracy: 0.9656 Epoch 3736/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.3985 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3894 - vae_accuracy: 0.9131 - val_loss: 28.0246 - val_vae_accuracy: 0.9658 Epoch 3737/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.4745 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4094 - vae_accuracy: 0.9131 - val_loss: 28.1547 - val_vae_accuracy: 0.9656 Epoch 3738/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.4050 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3746 - vae_accuracy: 0.9131 - val_loss: 28.3516 - val_vae_accuracy: 0.9655 Epoch 3739/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.5191 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4321 - vae_accuracy: 0.9131 - val_loss: 28.4632 - val_vae_accuracy: 0.9655 Epoch 3740/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.2780 - vae_accuracy: 0.9136WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3974 - vae_accuracy: 0.9132 - val_loss: 28.3953 - val_vae_accuracy: 0.9656 Epoch 3741/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.3672 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3858 - vae_accuracy: 0.9131 - val_loss: 28.1915 - val_vae_accuracy: 0.9657 Epoch 3742/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.4019 - vae_accuracy: 0.9136WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3899 - vae_accuracy: 0.9131 - val_loss: 28.1716 - val_vae_accuracy: 0.9656 Epoch 3743/4000 14800/16000 [==========================>...] - ETA: 0s - loss: 28.4054 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3915 - vae_accuracy: 0.9132 - val_loss: 28.3395 - val_vae_accuracy: 0.9656 Epoch 3744/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.4500 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4226 - vae_accuracy: 0.9131 - val_loss: 28.3633 - val_vae_accuracy: 0.9656 Epoch 3745/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.4123 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4101 - vae_accuracy: 0.9131 - val_loss: 28.4101 - val_vae_accuracy: 0.9656 Epoch 3746/4000 14700/16000 [==========================>...] - ETA: 0s - loss: 28.4027 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3948 - vae_accuracy: 0.9132 - val_loss: 28.3618 - val_vae_accuracy: 0.9654 Epoch 3747/4000 14800/16000 [==========================>...] - ETA: 0s - loss: 28.3846 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3827 - vae_accuracy: 0.9132 - val_loss: 28.3862 - val_vae_accuracy: 0.9657 Epoch 3748/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.4353 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4143 - vae_accuracy: 0.9132 - val_loss: 28.3823 - val_vae_accuracy: 0.9657 Epoch 3749/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.3247 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3662 - vae_accuracy: 0.9132 - val_loss: 28.5365 - val_vae_accuracy: 0.9653 Epoch 3750/4000 14500/16000 [==========================>...] - ETA: 0s - loss: 28.3995 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3963 - vae_accuracy: 0.9131 - val_loss: 28.3455 - val_vae_accuracy: 0.9657 Epoch 3751/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.3486 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3567 - vae_accuracy: 0.9132 - val_loss: 28.1816 - val_vae_accuracy: 0.9656 Epoch 3752/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.4029 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4292 - vae_accuracy: 0.9130 - val_loss: 28.2846 - val_vae_accuracy: 0.9656 Epoch 3753/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.4037 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3725 - vae_accuracy: 0.9132 - val_loss: 28.2328 - val_vae_accuracy: 0.9657 Epoch 3754/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.2478 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3782 - vae_accuracy: 0.9132 - val_loss: 28.3257 - val_vae_accuracy: 0.9656 Epoch 3755/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.4250 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3726 - vae_accuracy: 0.9132 - val_loss: 28.3990 - val_vae_accuracy: 0.9655 Epoch 3756/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.4152 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3837 - vae_accuracy: 0.9131 - val_loss: 28.3285 - val_vae_accuracy: 0.9655 Epoch 3757/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.3992 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3992 - vae_accuracy: 0.9131 - val_loss: 28.3855 - val_vae_accuracy: 0.9655 Epoch 3758/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.4920 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4143 - vae_accuracy: 0.9131 - val_loss: 28.5262 - val_vae_accuracy: 0.9658 Epoch 3759/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.3687 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3911 - vae_accuracy: 0.9132 - val_loss: 28.7009 - val_vae_accuracy: 0.9656 Epoch 3760/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.2962 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3957 - vae_accuracy: 0.9132 - val_loss: 28.4123 - val_vae_accuracy: 0.9656 Epoch 3761/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.4724 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3960 - vae_accuracy: 0.9131 - val_loss: 28.1370 - val_vae_accuracy: 0.9657 Epoch 3762/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.5261 - vae_accuracy: 0.9125WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3734 - vae_accuracy: 0.9131 - val_loss: 28.0693 - val_vae_accuracy: 0.9659 Epoch 3763/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.3149 - vae_accuracy: 0.9136WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4015 - vae_accuracy: 0.9131 - val_loss: 28.1629 - val_vae_accuracy: 0.9657 Epoch 3764/4000 12600/16000 [======================>.......] - ETA: 0s - loss: 28.2833 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3816 - vae_accuracy: 0.9131 - val_loss: 28.2366 - val_vae_accuracy: 0.9655 Epoch 3765/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.3334 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.3944 - vae_accuracy: 0.9131 - val_loss: 28.1997 - val_vae_accuracy: 0.9657 Epoch 3766/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.3785 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3785 - vae_accuracy: 0.9131 - val_loss: 28.2095 - val_vae_accuracy: 0.9656 Epoch 3767/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.4042 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4150 - vae_accuracy: 0.9132 - val_loss: 28.3636 - val_vae_accuracy: 0.9657 Epoch 3768/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.5328 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4111 - vae_accuracy: 0.9131 - val_loss: 28.2901 - val_vae_accuracy: 0.9658 Epoch 3769/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.4005 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3890 - vae_accuracy: 0.9132 - val_loss: 28.3535 - val_vae_accuracy: 0.9657 Epoch 3770/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.2454 - vae_accuracy: 0.9137WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4043 - vae_accuracy: 0.9131 - val_loss: 28.7117 - val_vae_accuracy: 0.9654 Epoch 3771/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.4190 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3980 - vae_accuracy: 0.9131 - val_loss: 28.5563 - val_vae_accuracy: 0.9656 Epoch 3772/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.3775 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3983 - vae_accuracy: 0.9131 - val_loss: 28.7068 - val_vae_accuracy: 0.9655 Epoch 3773/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.3601 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3782 - vae_accuracy: 0.9132 - val_loss: 28.2117 - val_vae_accuracy: 0.9659 Epoch 3774/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.3730 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3781 - vae_accuracy: 0.9132 - val_loss: 28.4320 - val_vae_accuracy: 0.9657 Epoch 3775/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.3662 - vae_accuracy: 0.9137WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3793 - vae_accuracy: 0.9132 - val_loss: 28.4961 - val_vae_accuracy: 0.9657 Epoch 3776/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.3744 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3912 - vae_accuracy: 0.9131 - val_loss: 28.4231 - val_vae_accuracy: 0.9658 Epoch 3777/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.3938 - vae_accuracy: 0.9138WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4044 - vae_accuracy: 0.9132 - val_loss: 28.5208 - val_vae_accuracy: 0.9655 Epoch 3778/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.3863 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3769 - vae_accuracy: 0.9131 - val_loss: 28.0592 - val_vae_accuracy: 0.9657 Epoch 3779/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.3636 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3942 - vae_accuracy: 0.9132 - val_loss: 28.2063 - val_vae_accuracy: 0.9656 Epoch 3780/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.4012 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4012 - vae_accuracy: 0.9131 - val_loss: 28.3718 - val_vae_accuracy: 0.9656 Epoch 3781/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.4887 - vae_accuracy: 0.9137WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4179 - vae_accuracy: 0.9132 - val_loss: 28.3757 - val_vae_accuracy: 0.9656 Epoch 3782/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.4003 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3901 - vae_accuracy: 0.9131 - val_loss: 28.4409 - val_vae_accuracy: 0.9655 Epoch 3783/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.4216 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4000 - vae_accuracy: 0.9131 - val_loss: 28.4187 - val_vae_accuracy: 0.9657 Epoch 3784/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.3919 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3919 - vae_accuracy: 0.9132 - val_loss: 28.2438 - val_vae_accuracy: 0.9658 Epoch 3785/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.4092 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4173 - vae_accuracy: 0.9131 - val_loss: 28.1918 - val_vae_accuracy: 0.9658 Epoch 3786/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.3800 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4152 - vae_accuracy: 0.9131 - val_loss: 28.4404 - val_vae_accuracy: 0.9656 Epoch 3787/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.3745 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3741 - vae_accuracy: 0.9132 - val_loss: 28.4077 - val_vae_accuracy: 0.9655 Epoch 3788/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.3880 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4047 - vae_accuracy: 0.9131 - val_loss: 28.1058 - val_vae_accuracy: 0.9658 Epoch 3789/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.3991 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3807 - vae_accuracy: 0.9131 - val_loss: 28.5900 - val_vae_accuracy: 0.9651 Epoch 3790/4000 14000/16000 [=========================>....] - ETA: 0s - loss: 28.3651 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3765 - vae_accuracy: 0.9131 - val_loss: 28.3327 - val_vae_accuracy: 0.9656 Epoch 3791/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.3714 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3714 - vae_accuracy: 0.9131 - val_loss: 28.2083 - val_vae_accuracy: 0.9659 Epoch 3792/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.3716 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3770 - vae_accuracy: 0.9132 - val_loss: 28.3556 - val_vae_accuracy: 0.9657 Epoch 3793/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.3669 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3779 - vae_accuracy: 0.9132 - val_loss: 28.2141 - val_vae_accuracy: 0.9658 Epoch 3794/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.3855 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4214 - vae_accuracy: 0.9131 - val_loss: 28.4961 - val_vae_accuracy: 0.9656 Epoch 3795/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.3896 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4049 - vae_accuracy: 0.9130 - val_loss: 28.5168 - val_vae_accuracy: 0.9656 Epoch 3796/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.4144 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3881 - vae_accuracy: 0.9131 - val_loss: 28.4298 - val_vae_accuracy: 0.9659 Epoch 3797/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.3827 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3807 - vae_accuracy: 0.9131 - val_loss: 28.6702 - val_vae_accuracy: 0.9655 Epoch 3798/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.3450 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3660 - vae_accuracy: 0.9132 - val_loss: 28.2101 - val_vae_accuracy: 0.9658 Epoch 3799/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.3091 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3961 - vae_accuracy: 0.9132 - val_loss: 28.4610 - val_vae_accuracy: 0.9655 Epoch 3800/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.3438 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3467 - vae_accuracy: 0.9132 - val_loss: 28.5085 - val_vae_accuracy: 0.9655 Epoch 3801/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.2271 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3806 - vae_accuracy: 0.9131 - val_loss: 28.5621 - val_vae_accuracy: 0.9656 Epoch 3802/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.2628 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3913 - vae_accuracy: 0.9132 - val_loss: 28.4405 - val_vae_accuracy: 0.9657 Epoch 3803/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.3825 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3825 - vae_accuracy: 0.9131 - val_loss: 28.5318 - val_vae_accuracy: 0.9656 Epoch 3804/4000 12500/16000 [======================>.......] - ETA: 0s - loss: 28.3108 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3793 - vae_accuracy: 0.9131 - val_loss: 28.3667 - val_vae_accuracy: 0.9656 Epoch 3805/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.3766 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4000 - vae_accuracy: 0.9131 - val_loss: 28.7017 - val_vae_accuracy: 0.9653 Epoch 3806/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.3617 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3783 - vae_accuracy: 0.9132 - val_loss: 28.3429 - val_vae_accuracy: 0.9656 Epoch 3807/4000 12400/16000 [======================>.......] - ETA: 0s - loss: 28.3760 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3909 - vae_accuracy: 0.9132 - val_loss: 28.3660 - val_vae_accuracy: 0.9657 Epoch 3808/4000 12000/16000 [=====================>........] - ETA: 0s - loss: 28.4009 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3934 - vae_accuracy: 0.9132 - val_loss: 28.3020 - val_vae_accuracy: 0.9658 Epoch 3809/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.3750 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3750 - vae_accuracy: 0.9131 - val_loss: 28.2135 - val_vae_accuracy: 0.9659 Epoch 3810/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.5724 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4027 - vae_accuracy: 0.9131 - val_loss: 28.2876 - val_vae_accuracy: 0.9659 Epoch 3811/4000 12300/16000 [======================>.......] - ETA: 0s - loss: 28.4044 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3875 - vae_accuracy: 0.9132 - val_loss: 28.4296 - val_vae_accuracy: 0.9656 Epoch 3812/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.3104 - vae_accuracy: 0.9137WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4035 - vae_accuracy: 0.9131 - val_loss: 28.3373 - val_vae_accuracy: 0.9658 Epoch 3813/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.3934 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3834 - vae_accuracy: 0.9132 - val_loss: 28.4830 - val_vae_accuracy: 0.9656 Epoch 3814/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.3421 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3666 - vae_accuracy: 0.9132 - val_loss: 28.3243 - val_vae_accuracy: 0.9656 Epoch 3815/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.4410 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3755 - vae_accuracy: 0.9131 - val_loss: 28.3998 - val_vae_accuracy: 0.9657 Epoch 3816/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.3880 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4011 - vae_accuracy: 0.9131 - val_loss: 28.1007 - val_vae_accuracy: 0.9659 Epoch 3817/4000 12200/16000 [=====================>........] - ETA: 0s - loss: 28.4524 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3421 - vae_accuracy: 0.9132 - val_loss: 28.4803 - val_vae_accuracy: 0.9654 Epoch 3818/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.4281 - vae_accuracy: 0.9126WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3755 - vae_accuracy: 0.9131 - val_loss: 28.3450 - val_vae_accuracy: 0.9659 Epoch 3819/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.3504 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3467 - vae_accuracy: 0.9131 - val_loss: 28.2885 - val_vae_accuracy: 0.9656 Epoch 3820/4000 14300/16000 [=========================>....] - ETA: 0s - loss: 28.4255 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3849 - vae_accuracy: 0.9131 - val_loss: 28.2011 - val_vae_accuracy: 0.9657 Epoch 3821/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 28.4810 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3866 - vae_accuracy: 0.9131 - val_loss: 28.3707 - val_vae_accuracy: 0.9654 Epoch 3822/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.4327 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.4083 - vae_accuracy: 0.9131 - val_loss: 28.3150 - val_vae_accuracy: 0.9656 Epoch 3823/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 28.3942 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3935 - vae_accuracy: 0.9131 - val_loss: 28.3992 - val_vae_accuracy: 0.9657 Epoch 3824/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.3354 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 17us/sample - loss: 28.3473 - vae_accuracy: 0.9132 - val_loss: 28.2622 - val_vae_accuracy: 0.9657 Epoch 3825/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.4081 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4163 - vae_accuracy: 0.9131 - val_loss: 28.3906 - val_vae_accuracy: 0.9658 Epoch 3826/4000 14000/16000 [=========================>....] - ETA: 0s - loss: 28.3960 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3897 - vae_accuracy: 0.9131 - val_loss: 28.4745 - val_vae_accuracy: 0.9658 Epoch 3827/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.5555 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.3789 - vae_accuracy: 0.9132 - val_loss: 28.3769 - val_vae_accuracy: 0.9657 Epoch 3828/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.3649 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3763 - vae_accuracy: 0.9131 - val_loss: 28.3789 - val_vae_accuracy: 0.9657 Epoch 3829/4000 14500/16000 [==========================>...] - ETA: 0s - loss: 28.3469 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3869 - vae_accuracy: 0.9131 - val_loss: 28.3892 - val_vae_accuracy: 0.9658 Epoch 3830/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.3659 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.4089 - vae_accuracy: 0.9131 - val_loss: 28.5925 - val_vae_accuracy: 0.9657 Epoch 3831/4000 15100/16000 [===========================>..] - ETA: 0s - loss: 28.3369 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3736 - vae_accuracy: 0.9132 - val_loss: 28.5162 - val_vae_accuracy: 0.9655 Epoch 3832/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.3650 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.3914 - vae_accuracy: 0.9132 - val_loss: 28.2095 - val_vae_accuracy: 0.9657 Epoch 3833/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.3879 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3807 - vae_accuracy: 0.9132 - val_loss: 28.1779 - val_vae_accuracy: 0.9658 Epoch 3834/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.3764 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 17us/sample - loss: 28.3847 - vae_accuracy: 0.9131 - val_loss: 28.2589 - val_vae_accuracy: 0.9658 Epoch 3835/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.3392 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 19us/sample - loss: 28.3790 - vae_accuracy: 0.9131 - val_loss: 28.2943 - val_vae_accuracy: 0.9654 Epoch 3836/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.4137 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 12us/sample - loss: 28.4000 - vae_accuracy: 0.9131 - val_loss: 28.0993 - val_vae_accuracy: 0.9656 Epoch 3837/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.4937 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.3979 - vae_accuracy: 0.9131 - val_loss: 28.2715 - val_vae_accuracy: 0.9655 Epoch 3838/4000 14700/16000 [==========================>...] - ETA: 0s - loss: 28.4416 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3870 - vae_accuracy: 0.9132 - val_loss: 28.1940 - val_vae_accuracy: 0.9657 Epoch 3839/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.4124 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3704 - vae_accuracy: 0.9131 - val_loss: 28.1536 - val_vae_accuracy: 0.9657 Epoch 3840/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.3634 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.3876 - vae_accuracy: 0.9132 - val_loss: 28.1748 - val_vae_accuracy: 0.9656 Epoch 3841/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.3573 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3877 - vae_accuracy: 0.9131 - val_loss: 27.9736 - val_vae_accuracy: 0.9659 Epoch 3842/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.4189 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3883 - vae_accuracy: 0.9131 - val_loss: 28.1033 - val_vae_accuracy: 0.9658 Epoch 3843/4000 12100/16000 [=====================>........] - ETA: 0s - loss: 28.3236 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3741 - vae_accuracy: 0.9132 - val_loss: 28.2080 - val_vae_accuracy: 0.9657 Epoch 3844/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.3651 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3513 - vae_accuracy: 0.9132 - val_loss: 28.1021 - val_vae_accuracy: 0.9659 Epoch 3845/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.4103 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 13us/sample - loss: 28.3729 - vae_accuracy: 0.9132 - val_loss: 28.1013 - val_vae_accuracy: 0.9658 Epoch 3846/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.4022 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3887 - vae_accuracy: 0.9131 - val_loss: 28.3870 - val_vae_accuracy: 0.9654 Epoch 3847/4000 14300/16000 [=========================>....] - ETA: 0s - loss: 28.3670 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3641 - vae_accuracy: 0.9131 - val_loss: 28.2901 - val_vae_accuracy: 0.9656 Epoch 3848/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.3203 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 18us/sample - loss: 28.3644 - vae_accuracy: 0.9131 - val_loss: 28.2198 - val_vae_accuracy: 0.9657 Epoch 3849/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.3922 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4097 - vae_accuracy: 0.9132 - val_loss: 28.0195 - val_vae_accuracy: 0.9658 Epoch 3850/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.3680 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 17us/sample - loss: 28.3566 - vae_accuracy: 0.9132 - val_loss: 28.2014 - val_vae_accuracy: 0.9656 Epoch 3851/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.4226 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.4103 - vae_accuracy: 0.9132 - val_loss: 28.2023 - val_vae_accuracy: 0.9656 Epoch 3852/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.4306 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.4024 - vae_accuracy: 0.9131 - val_loss: 27.9666 - val_vae_accuracy: 0.9658 Epoch 3853/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.3115 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.3901 - vae_accuracy: 0.9131 - val_loss: 28.0876 - val_vae_accuracy: 0.9656 Epoch 3854/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.3944 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4259 - vae_accuracy: 0.9131 - val_loss: 28.0118 - val_vae_accuracy: 0.9659 Epoch 3855/4000 14600/16000 [==========================>...] - ETA: 0s - loss: 28.3667 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4221 - vae_accuracy: 0.9133 - val_loss: 28.1194 - val_vae_accuracy: 0.9657 Epoch 3856/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.5155 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.3776 - vae_accuracy: 0.9132 - val_loss: 28.1552 - val_vae_accuracy: 0.9656 Epoch 3857/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.3754 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 17us/sample - loss: 28.3897 - vae_accuracy: 0.9132 - val_loss: 28.1912 - val_vae_accuracy: 0.9656 Epoch 3858/4000 12700/16000 [======================>.......] - ETA: 0s - loss: 28.3791 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.3864 - vae_accuracy: 0.9131 - val_loss: 28.1249 - val_vae_accuracy: 0.9657 Epoch 3859/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.4541 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4349 - vae_accuracy: 0.9130 - val_loss: 28.2968 - val_vae_accuracy: 0.9656 Epoch 3860/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.3848 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3979 - vae_accuracy: 0.9132 - val_loss: 28.1063 - val_vae_accuracy: 0.9658 Epoch 3861/4000 15900/16000 [============================>.] - ETA: 0s - loss: 28.3979 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 17us/sample - loss: 28.3814 - vae_accuracy: 0.9132 - val_loss: 28.3442 - val_vae_accuracy: 0.9655 Epoch 3862/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.3204 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.3337 - vae_accuracy: 0.9131 - val_loss: 28.2582 - val_vae_accuracy: 0.9654 Epoch 3863/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.4113 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3923 - vae_accuracy: 0.9132 - val_loss: 28.2430 - val_vae_accuracy: 0.9656 Epoch 3864/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.3973 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 17us/sample - loss: 28.3973 - vae_accuracy: 0.9132 - val_loss: 28.2643 - val_vae_accuracy: 0.9657 Epoch 3865/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 28.3846 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3950 - vae_accuracy: 0.9131 - val_loss: 28.1237 - val_vae_accuracy: 0.9659 Epoch 3866/4000 15100/16000 [===========================>..] - ETA: 0s - loss: 28.4114 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3939 - vae_accuracy: 0.9132 - val_loss: 28.2286 - val_vae_accuracy: 0.9657 Epoch 3867/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.2682 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.3803 - vae_accuracy: 0.9131 - val_loss: 28.2712 - val_vae_accuracy: 0.9656 Epoch 3868/4000 14800/16000 [==========================>...] - ETA: 0s - loss: 28.3142 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3637 - vae_accuracy: 0.9132 - val_loss: 28.4157 - val_vae_accuracy: 0.9656 Epoch 3869/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.2915 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.3513 - vae_accuracy: 0.9131 - val_loss: 28.3711 - val_vae_accuracy: 0.9654 Epoch 3870/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.3122 - vae_accuracy: 0.9135WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.3568 - vae_accuracy: 0.9132 - val_loss: 28.3223 - val_vae_accuracy: 0.9655 Epoch 3871/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.3922 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4050 - vae_accuracy: 0.9132 - val_loss: 28.2707 - val_vae_accuracy: 0.9657 Epoch 3872/4000 15000/16000 [===========================>..] - ETA: 0s - loss: 28.3709 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3930 - vae_accuracy: 0.9132 - val_loss: 28.2423 - val_vae_accuracy: 0.9656 Epoch 3873/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.4536 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4072 - vae_accuracy: 0.9131 - val_loss: 28.0948 - val_vae_accuracy: 0.9657 Epoch 3874/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.3763 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3992 - vae_accuracy: 0.9131 - val_loss: 28.1399 - val_vae_accuracy: 0.9656 Epoch 3875/4000 14000/16000 [=========================>....] - ETA: 0s - loss: 28.4442 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3945 - vae_accuracy: 0.9131 - val_loss: 28.2190 - val_vae_accuracy: 0.9658 Epoch 3876/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.3854 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3817 - vae_accuracy: 0.9131 - val_loss: 28.2022 - val_vae_accuracy: 0.9656 Epoch 3877/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.4022 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3875 - vae_accuracy: 0.9131 - val_loss: 28.1578 - val_vae_accuracy: 0.9658 Epoch 3878/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.3331 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3987 - vae_accuracy: 0.9132 - val_loss: 28.1365 - val_vae_accuracy: 0.9658 Epoch 3879/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.4207 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3972 - vae_accuracy: 0.9132 - val_loss: 28.2773 - val_vae_accuracy: 0.9657 Epoch 3880/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.4013 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3839 - vae_accuracy: 0.9131 - val_loss: 28.2945 - val_vae_accuracy: 0.9655 Epoch 3881/4000 15000/16000 [===========================>..] - ETA: 0s - loss: 28.3741 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3762 - vae_accuracy: 0.9131 - val_loss: 28.1782 - val_vae_accuracy: 0.9656 Epoch 3882/4000 15700/16000 [============================>.] - ETA: 0s - loss: 28.3860 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3782 - vae_accuracy: 0.9131 - val_loss: 28.1756 - val_vae_accuracy: 0.9657 Epoch 3883/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.3345 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3875 - vae_accuracy: 0.9132 - val_loss: 28.2804 - val_vae_accuracy: 0.9656 Epoch 3884/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.4386 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3926 - vae_accuracy: 0.9131 - val_loss: 28.3066 - val_vae_accuracy: 0.9655 Epoch 3885/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.3884 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3928 - vae_accuracy: 0.9131 - val_loss: 28.3297 - val_vae_accuracy: 0.9654 Epoch 3886/4000 14400/16000 [==========================>...] - ETA: 0s - loss: 28.3476 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3806 - vae_accuracy: 0.9131 - val_loss: 28.4057 - val_vae_accuracy: 0.9654 Epoch 3887/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.4201 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.4220 - vae_accuracy: 0.9131 - val_loss: 28.3236 - val_vae_accuracy: 0.9656 Epoch 3888/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.3941 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3946 - vae_accuracy: 0.9131 - val_loss: 28.3678 - val_vae_accuracy: 0.9655 Epoch 3889/4000 15100/16000 [===========================>..] - ETA: 0s - loss: 28.3980 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3905 - vae_accuracy: 0.9131 - val_loss: 28.3899 - val_vae_accuracy: 0.9655 Epoch 3890/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.3922 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.4065 - vae_accuracy: 0.9132 - val_loss: 28.1220 - val_vae_accuracy: 0.9656 Epoch 3891/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.3836 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 17us/sample - loss: 28.3836 - vae_accuracy: 0.9132 - val_loss: 28.1597 - val_vae_accuracy: 0.9658 Epoch 3892/4000 15100/16000 [===========================>..] - ETA: 0s - loss: 28.3269 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3560 - vae_accuracy: 0.9132 - val_loss: 28.3053 - val_vae_accuracy: 0.9655 Epoch 3893/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.2729 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.3910 - vae_accuracy: 0.9131 - val_loss: 28.2004 - val_vae_accuracy: 0.9657 Epoch 3894/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.3903 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.3881 - vae_accuracy: 0.9131 - val_loss: 28.5031 - val_vae_accuracy: 0.9655 Epoch 3895/4000 14000/16000 [=========================>....] - ETA: 0s - loss: 28.3881 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.3935 - vae_accuracy: 0.9131 - val_loss: 28.5795 - val_vae_accuracy: 0.9654 Epoch 3896/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.4133 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 17us/sample - loss: 28.3889 - vae_accuracy: 0.9131 - val_loss: 28.2912 - val_vae_accuracy: 0.9657 Epoch 3897/4000 14400/16000 [==========================>...] - ETA: 0s - loss: 28.3315 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3877 - vae_accuracy: 0.9131 - val_loss: 28.3246 - val_vae_accuracy: 0.9656 Epoch 3898/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.2836 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.4009 - vae_accuracy: 0.9132 - val_loss: 28.3898 - val_vae_accuracy: 0.9656 Epoch 3899/4000 14000/16000 [=========================>....] - ETA: 0s - loss: 28.4170 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3940 - vae_accuracy: 0.9132 - val_loss: 28.3200 - val_vae_accuracy: 0.9657 Epoch 3900/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.2881 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.3969 - vae_accuracy: 0.9131 - val_loss: 28.3481 - val_vae_accuracy: 0.9657 Epoch 3901/4000 15000/16000 [===========================>..] - ETA: 0s - loss: 28.4003 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3862 - vae_accuracy: 0.9132 - val_loss: 28.4287 - val_vae_accuracy: 0.9655 Epoch 3902/4000 14400/16000 [==========================>...] - ETA: 0s - loss: 28.4137 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3968 - vae_accuracy: 0.9131 - val_loss: 28.1871 - val_vae_accuracy: 0.9659 Epoch 3903/4000 12800/16000 [=======================>......] - ETA: 0s - loss: 28.4251 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.3721 - vae_accuracy: 0.9132 - val_loss: 28.3465 - val_vae_accuracy: 0.9656 Epoch 3904/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.4087 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3903 - vae_accuracy: 0.9132 - val_loss: 28.3647 - val_vae_accuracy: 0.9655 Epoch 3905/4000 15100/16000 [===========================>..] - ETA: 0s - loss: 28.3609 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3781 - vae_accuracy: 0.9131 - val_loss: 28.2442 - val_vae_accuracy: 0.9657 Epoch 3906/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.3462 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3852 - vae_accuracy: 0.9132 - val_loss: 28.1348 - val_vae_accuracy: 0.9659 Epoch 3907/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.3615 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3607 - vae_accuracy: 0.9131 - val_loss: 28.3638 - val_vae_accuracy: 0.9657 Epoch 3908/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.4022 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 17us/sample - loss: 28.4022 - vae_accuracy: 0.9131 - val_loss: 28.3090 - val_vae_accuracy: 0.9657 Epoch 3909/4000 14600/16000 [==========================>...] - ETA: 0s - loss: 28.4511 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4051 - vae_accuracy: 0.9132 - val_loss: 28.4343 - val_vae_accuracy: 0.9656 Epoch 3910/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.4354 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4538 - vae_accuracy: 0.9131 - val_loss: 28.6614 - val_vae_accuracy: 0.9655 Epoch 3911/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.4118 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.4127 - vae_accuracy: 0.9131 - val_loss: 28.6259 - val_vae_accuracy: 0.9655 Epoch 3912/4000 15100/16000 [===========================>..] - ETA: 0s - loss: 28.3944 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3963 - vae_accuracy: 0.9131 - val_loss: 28.4654 - val_vae_accuracy: 0.9656 Epoch 3913/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.3498 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3852 - vae_accuracy: 0.9131 - val_loss: 28.6833 - val_vae_accuracy: 0.9656 Epoch 3914/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.3839 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3846 - vae_accuracy: 0.9131 - val_loss: 28.4865 - val_vae_accuracy: 0.9657 Epoch 3915/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.3949 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3509 - vae_accuracy: 0.9132 - val_loss: 28.5231 - val_vae_accuracy: 0.9655 Epoch 3916/4000 15100/16000 [===========================>..] - ETA: 0s - loss: 28.3625 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4011 - vae_accuracy: 0.9131 - val_loss: 28.2996 - val_vae_accuracy: 0.9656 Epoch 3917/4000 14300/16000 [=========================>....] - ETA: 0s - loss: 28.3801 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4042 - vae_accuracy: 0.9131 - val_loss: 28.4076 - val_vae_accuracy: 0.9657 Epoch 3918/4000 15600/16000 [============================>.] - ETA: 0s - loss: 28.3605 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3704 - vae_accuracy: 0.9132 - val_loss: 28.4177 - val_vae_accuracy: 0.9657 Epoch 3919/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.2799 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3601 - vae_accuracy: 0.9132 - val_loss: 28.5562 - val_vae_accuracy: 0.9656 Epoch 3920/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.3784 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4041 - vae_accuracy: 0.9131 - val_loss: 28.7639 - val_vae_accuracy: 0.9656 Epoch 3921/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.3695 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3754 - vae_accuracy: 0.9131 - val_loss: 28.6157 - val_vae_accuracy: 0.9659 Epoch 3922/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.3593 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3892 - vae_accuracy: 0.9131 - val_loss: 28.6918 - val_vae_accuracy: 0.9656 Epoch 3923/4000 15100/16000 [===========================>..] - ETA: 0s - loss: 28.3333 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4012 - vae_accuracy: 0.9132 - val_loss: 28.6013 - val_vae_accuracy: 0.9657 Epoch 3924/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.3614 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3785 - vae_accuracy: 0.9132 - val_loss: 28.6012 - val_vae_accuracy: 0.9656 Epoch 3925/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.4208 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.3922 - vae_accuracy: 0.9131 - val_loss: 28.6909 - val_vae_accuracy: 0.9655 Epoch 3926/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.4201 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.3942 - vae_accuracy: 0.9132 - val_loss: 28.6476 - val_vae_accuracy: 0.9657 Epoch 3927/4000 15000/16000 [===========================>..] - ETA: 0s - loss: 28.4338 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4006 - vae_accuracy: 0.9132 - val_loss: 28.6072 - val_vae_accuracy: 0.9656 Epoch 3928/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.4082 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3908 - vae_accuracy: 0.9132 - val_loss: 28.5154 - val_vae_accuracy: 0.9656 Epoch 3929/4000 14800/16000 [==========================>...] - ETA: 0s - loss: 28.3460 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3886 - vae_accuracy: 0.9132 - val_loss: 28.5243 - val_vae_accuracy: 0.9657 Epoch 3930/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.3471 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3952 - vae_accuracy: 0.9131 - val_loss: 28.8928 - val_vae_accuracy: 0.9654 Epoch 3931/4000 15200/16000 [===========================>..] - ETA: 0s - loss: 28.4029 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4107 - vae_accuracy: 0.9131 - val_loss: 28.5487 - val_vae_accuracy: 0.9656 Epoch 3932/4000 15100/16000 [===========================>..] - ETA: 0s - loss: 28.4015 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4142 - vae_accuracy: 0.9130 - val_loss: 28.6987 - val_vae_accuracy: 0.9656 Epoch 3933/4000 15300/16000 [===========================>..] - ETA: 0s - loss: 28.4073 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4048 - vae_accuracy: 0.9131 - val_loss: 28.6542 - val_vae_accuracy: 0.9657 Epoch 3934/4000 15100/16000 [===========================>..] - ETA: 0s - loss: 28.3312 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3634 - vae_accuracy: 0.9132 - val_loss: 28.7574 - val_vae_accuracy: 0.9654 Epoch 3935/4000 16000/16000 [==============================] - ETA: 0s - loss: 28.4249 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 17us/sample - loss: 28.4249 - vae_accuracy: 0.9132 - val_loss: 28.5573 - val_vae_accuracy: 0.9659 Epoch 3936/4000 15800/16000 [============================>.] - ETA: 0s - loss: 28.3810 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 17us/sample - loss: 28.3712 - vae_accuracy: 0.9132 - val_loss: 28.8350 - val_vae_accuracy: 0.9656 Epoch 3937/4000 14300/16000 [=========================>....] - ETA: 0s - loss: 28.4209 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3820 - vae_accuracy: 0.9132 - val_loss: 28.8452 - val_vae_accuracy: 0.9657 Epoch 3938/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.3824 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 17us/sample - loss: 28.3862 - vae_accuracy: 0.9131 - val_loss: 28.6693 - val_vae_accuracy: 0.9654 Epoch 3939/4000 13100/16000 [=======================>......] - ETA: 0s - loss: 28.4219 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.4051 - vae_accuracy: 0.9131 - val_loss: 28.8818 - val_vae_accuracy: 0.9652 Epoch 3940/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.2586 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.3909 - vae_accuracy: 0.9132 - val_loss: 28.8538 - val_vae_accuracy: 0.9656 Epoch 3941/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.4903 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.3947 - vae_accuracy: 0.9131 - val_loss: 28.6137 - val_vae_accuracy: 0.9653 Epoch 3942/4000 15100/16000 [===========================>..] - ETA: 0s - loss: 28.4334 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 18us/sample - loss: 28.3766 - vae_accuracy: 0.9131 - val_loss: 28.2493 - val_vae_accuracy: 0.9657 Epoch 3943/4000 15100/16000 [===========================>..] - ETA: 0s - loss: 28.4567 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 17us/sample - loss: 28.4033 - vae_accuracy: 0.9132 - val_loss: 28.6814 - val_vae_accuracy: 0.9654 Epoch 3944/4000 14900/16000 [==========================>...] - ETA: 0s - loss: 28.2696 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3422 - vae_accuracy: 0.9131 - val_loss: 28.6956 - val_vae_accuracy: 0.9655 Epoch 3945/4000 14400/16000 [==========================>...] - ETA: 0s - loss: 28.2784 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4027 - vae_accuracy: 0.9131 - val_loss: 28.6765 - val_vae_accuracy: 0.9656 Epoch 3946/4000 15000/16000 [===========================>..] - ETA: 0s - loss: 28.3919 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 18us/sample - loss: 28.3704 - vae_accuracy: 0.9131 - val_loss: 28.6094 - val_vae_accuracy: 0.9656 Epoch 3947/4000 14400/16000 [==========================>...] - ETA: 0s - loss: 28.4279 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 18us/sample - loss: 28.3933 - vae_accuracy: 0.9131 - val_loss: 28.9803 - val_vae_accuracy: 0.9656 Epoch 3948/4000 14600/16000 [==========================>...] - ETA: 0s - loss: 28.4675 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 18us/sample - loss: 28.4362 - vae_accuracy: 0.9131 - val_loss: 29.0827 - val_vae_accuracy: 0.9655 Epoch 3949/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.4329 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4039 - vae_accuracy: 0.9131 - val_loss: 29.2865 - val_vae_accuracy: 0.9657 Epoch 3950/4000 14600/16000 [==========================>...] - ETA: 0s - loss: 28.4085 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 18us/sample - loss: 28.3891 - vae_accuracy: 0.9131 - val_loss: 29.3150 - val_vae_accuracy: 0.9657 Epoch 3951/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.4507 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.4137 - vae_accuracy: 0.9131 - val_loss: 29.2916 - val_vae_accuracy: 0.9658 Epoch 3952/4000 15000/16000 [===========================>..] - ETA: 0s - loss: 28.3996 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 18us/sample - loss: 28.3857 - vae_accuracy: 0.9131 - val_loss: 29.8495 - val_vae_accuracy: 0.9653 Epoch 3953/4000 14400/16000 [==========================>...] - ETA: 0s - loss: 28.4330 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3805 - vae_accuracy: 0.9132 - val_loss: 29.1317 - val_vae_accuracy: 0.9659 Epoch 3954/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 28.3962 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3929 - vae_accuracy: 0.9132 - val_loss: 29.1249 - val_vae_accuracy: 0.9658 Epoch 3955/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.3579 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3815 - vae_accuracy: 0.9132 - val_loss: 28.7399 - val_vae_accuracy: 0.9657 Epoch 3956/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.4009 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3883 - vae_accuracy: 0.9132 - val_loss: 29.2366 - val_vae_accuracy: 0.9655 Epoch 3957/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.3341 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3812 - vae_accuracy: 0.9131 - val_loss: 29.6934 - val_vae_accuracy: 0.9656 Epoch 3958/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.3242 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.3471 - vae_accuracy: 0.9131 - val_loss: 29.6689 - val_vae_accuracy: 0.9656 Epoch 3959/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.3033 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3841 - vae_accuracy: 0.9131 - val_loss: 29.8192 - val_vae_accuracy: 0.9656 Epoch 3960/4000 14300/16000 [=========================>....] - ETA: 0s - loss: 28.3235 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4008 - vae_accuracy: 0.9132 - val_loss: 29.7421 - val_vae_accuracy: 0.9656 Epoch 3961/4000 14300/16000 [=========================>....] - ETA: 0s - loss: 28.4207 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4096 - vae_accuracy: 0.9131 - val_loss: 29.6695 - val_vae_accuracy: 0.9657 Epoch 3962/4000 13400/16000 [========================>.....] - ETA: 0s - loss: 28.5485 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.4161 - vae_accuracy: 0.9131 - val_loss: 29.2476 - val_vae_accuracy: 0.9655 Epoch 3963/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.3886 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3734 - vae_accuracy: 0.9131 - val_loss: 29.2613 - val_vae_accuracy: 0.9655 Epoch 3964/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.3948 - vae_accuracy: 0.9127WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4016 - vae_accuracy: 0.9131 - val_loss: 29.2170 - val_vae_accuracy: 0.9657 Epoch 3965/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.3804 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3756 - vae_accuracy: 0.9132 - val_loss: 29.5015 - val_vae_accuracy: 0.9657 Epoch 3966/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.3868 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3758 - vae_accuracy: 0.9132 - val_loss: 29.7191 - val_vae_accuracy: 0.9656 Epoch 3967/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.3546 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3958 - vae_accuracy: 0.9132 - val_loss: 29.6573 - val_vae_accuracy: 0.9655 Epoch 3968/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.3735 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.3641 - vae_accuracy: 0.9132 - val_loss: 29.5162 - val_vae_accuracy: 0.9656 Epoch 3969/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.4627 - vae_accuracy: 0.9128WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4077 - vae_accuracy: 0.9131 - val_loss: 29.2186 - val_vae_accuracy: 0.9656 Epoch 3970/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.4105 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4069 - vae_accuracy: 0.9132 - val_loss: 29.1636 - val_vae_accuracy: 0.9658 Epoch 3971/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.4291 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.4107 - vae_accuracy: 0.9131 - val_loss: 29.4410 - val_vae_accuracy: 0.9656 Epoch 3972/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.1903 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.3670 - vae_accuracy: 0.9132 - val_loss: 29.2296 - val_vae_accuracy: 0.9657 Epoch 3973/4000 12900/16000 [=======================>......] - ETA: 0s - loss: 28.4000 - vae_accuracy: 0.9136WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.4165 - vae_accuracy: 0.9131 - val_loss: 28.9053 - val_vae_accuracy: 0.9657 Epoch 3974/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.3998 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4415 - vae_accuracy: 0.9132 - val_loss: 28.9447 - val_vae_accuracy: 0.9656 Epoch 3975/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.3675 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.3866 - vae_accuracy: 0.9131 - val_loss: 29.4430 - val_vae_accuracy: 0.9655 Epoch 3976/4000 14700/16000 [==========================>...] - ETA: 0s - loss: 28.4337 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 18us/sample - loss: 28.3865 - vae_accuracy: 0.9131 - val_loss: 29.3601 - val_vae_accuracy: 0.9654 Epoch 3977/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.3741 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3867 - vae_accuracy: 0.9131 - val_loss: 29.6564 - val_vae_accuracy: 0.9653 Epoch 3978/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.3905 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.3923 - vae_accuracy: 0.9131 - val_loss: 29.0593 - val_vae_accuracy: 0.9657 Epoch 3979/4000 13800/16000 [========================>.....] - ETA: 0s - loss: 28.3383 - vae_accuracy: 0.9134WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.4137 - vae_accuracy: 0.9131 - val_loss: 29.4277 - val_vae_accuracy: 0.9657 Epoch 3980/4000 14200/16000 [=========================>....] - ETA: 0s - loss: 28.3626 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4079 - vae_accuracy: 0.9131 - val_loss: 29.6565 - val_vae_accuracy: 0.9657 Epoch 3981/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.4580 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.4249 - vae_accuracy: 0.9132 - val_loss: 28.8199 - val_vae_accuracy: 0.9657 Epoch 3982/4000 14600/16000 [==========================>...] - ETA: 0s - loss: 28.3513 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3722 - vae_accuracy: 0.9132 - val_loss: 29.2214 - val_vae_accuracy: 0.9656 Epoch 3983/4000 13200/16000 [=======================>......] - ETA: 0s - loss: 28.4327 - vae_accuracy: 0.9129WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.3995 - vae_accuracy: 0.9130 - val_loss: 29.4034 - val_vae_accuracy: 0.9655 Epoch 3984/4000 14100/16000 [=========================>....] - ETA: 0s - loss: 28.3303 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3848 - vae_accuracy: 0.9132 - val_loss: 29.3847 - val_vae_accuracy: 0.9656 Epoch 3985/4000 15400/16000 [===========================>..] - ETA: 0s - loss: 28.4345 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3919 - vae_accuracy: 0.9131 - val_loss: 29.5560 - val_vae_accuracy: 0.9656 Epoch 3986/4000 14800/16000 [==========================>...] - ETA: 0s - loss: 28.4168 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3900 - vae_accuracy: 0.9131 - val_loss: 29.7635 - val_vae_accuracy: 0.9656 Epoch 3987/4000 14300/16000 [=========================>....] - ETA: 0s - loss: 28.3174 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3906 - vae_accuracy: 0.9131 - val_loss: 30.5475 - val_vae_accuracy: 0.9655 Epoch 3988/4000 14700/16000 [==========================>...] - ETA: 0s - loss: 28.3883 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.4229 - vae_accuracy: 0.9131 - val_loss: 29.8640 - val_vae_accuracy: 0.9656 Epoch 3989/4000 14300/16000 [=========================>....] - ETA: 0s - loss: 28.4005 - vae_accuracy: 0.9130WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3734 - vae_accuracy: 0.9131 - val_loss: 30.3889 - val_vae_accuracy: 0.9654 Epoch 3990/4000 14800/16000 [==========================>...] - ETA: 0s - loss: 28.3427 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 14us/sample - loss: 28.3641 - vae_accuracy: 0.9132 - val_loss: 31.2111 - val_vae_accuracy: 0.9654 Epoch 3991/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.4815 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3654 - vae_accuracy: 0.9131 - val_loss: 29.9896 - val_vae_accuracy: 0.9658 Epoch 3992/4000 13000/16000 [=======================>......] - ETA: 0s - loss: 28.4055 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.4049 - vae_accuracy: 0.9131 - val_loss: 29.8431 - val_vae_accuracy: 0.9656 Epoch 3993/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.3127 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.3473 - vae_accuracy: 0.9132 - val_loss: 30.3658 - val_vae_accuracy: 0.9657 Epoch 3994/4000 13600/16000 [========================>.....] - ETA: 0s - loss: 28.3359 - vae_accuracy: 0.9136WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.3888 - vae_accuracy: 0.9132 - val_loss: 30.6727 - val_vae_accuracy: 0.9658 Epoch 3995/4000 13900/16000 [=========================>....] - ETA: 0s - loss: 28.3785 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3674 - vae_accuracy: 0.9131 - val_loss: 29.3813 - val_vae_accuracy: 0.9657 Epoch 3996/4000 13300/16000 [=======================>......] - ETA: 0s - loss: 28.3579 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.3945 - vae_accuracy: 0.9131 - val_loss: 29.7297 - val_vae_accuracy: 0.9656 Epoch 3997/4000 15500/16000 [============================>.] - ETA: 0s - loss: 28.3646 - vae_accuracy: 0.9131WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 17us/sample - loss: 28.3619 - vae_accuracy: 0.9132 - val_loss: 30.0102 - val_vae_accuracy: 0.9655 Epoch 3998/4000 13500/16000 [========================>.....] - ETA: 0s - loss: 28.3652 - vae_accuracy: 0.9132WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 16us/sample - loss: 28.3943 - vae_accuracy: 0.9131 - val_loss: 30.3476 - val_vae_accuracy: 0.9656 Epoch 3999/4000 13700/16000 [========================>.....] - ETA: 0s - loss: 28.4307 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3799 - vae_accuracy: 0.9132 - val_loss: 30.2013 - val_vae_accuracy: 0.9656 Epoch 4000/4000 14600/16000 [==========================>...] - ETA: 0s - loss: 28.3940 - vae_accuracy: 0.9133WARNING:tensorflow:Early stopping conditioned on metric `acc` which is not available. Available metrics are: loss,vae_accuracy,val_loss,val_vae_accuracy 16000/16000 [==============================] - 0s 15us/sample - loss: 28.3881 - vae_accuracy: 0.9132 - val_loss: 30.4535 - val_vae_accuracy: 0.9656
drow_history(vae_history, 'loss')
x_train_encoded = encoder.predict(X_train)
pred_train = decoder.predict(x_train_encoded)
mse = np.mean(np.power(X_train - pred_train, 2), axis=1)
error_df = pd.DataFrame({'recon_error': mse,
'COSCREEN_': y_train})
plt.figure(figsize=(10,6))
sns.kdeplot(error_df.recon_error[error_df.COSCREEN_==0], label='not screen', shade=True, clip=(0,10))
sns.kdeplot(error_df.recon_error[error_df.COSCREEN_==1], label='screen', shade=True, clip=(0,10))
plt.xlabel('reconstruction error');
plt.title('Reconstruction error - Train set')
plt.legend()
<matplotlib.legend.Legend at 0x7f3df05c67c0>
x_val_encoded = encoder.predict(X_val)
pred = decoder.predict(x_val_encoded)
mseV = np.mean(np.power(X_val - pred, 2), axis=1)
error_df = pd.DataFrame({'recon_error': mseV,
'churn': y_val})
plt.figure(figsize=(10,6))
sns.kdeplot(error_df.recon_error[error_df.churn==0], label='not churn', shade=True, clip=(0,10))
sns.kdeplot(error_df.recon_error[error_df.churn==1], label='churn', shade=True, clip=(0,10))
plt.xlabel('reconstruction error');
plt.title('Reconstruction error - Val set')
Text(0.5, 1.0, 'Reconstruction error - Val set')
We can see that SCREEN and Not SCREEN, can be separable at latent space.
x_train_encoded = encoder.predict(X_train)
plt.figure(figsize=(8, 6))
plt.scatter(x_train_encoded[:, 0], x_train_encoded[:, 1],
c=y_train, alpha=0.3)
plt.title('Train set in latent space')
plt.show()
x_val_encoded = encoder.predict(X_val)
plt.figure(figsize=(8, 6))
plt.scatter(x_val_encoded[:, 0], x_val_encoded[:, 1],
c=y_val, alpha=0.3)
plt.title('Validation set in latent space')
plt.show()
Any classification method can be used, lets try nearest neighbour * Playing with classification parameter to get best prediction on Validation set
weights='uniform'
n_neighbors=27
clf = neighbors.KNeighborsClassifier(n_neighbors, weights=weights)
X=x_train_encoded
y=y_train
clf.fit(X, y)
h=0.2
cmap_light = ListedColormap(['#FFAAAA', '#AAFFAA'])
cmap_bold = ListedColormap(['#FF0000', '#00FF00'])
# Plot the decision boundary. For that, we will assign a color to each
# point in the mesh [x_min, x_max]x[y_min, y_max].
x_min, x_max = X[:, 0].min() - 1, X[:, 0].max() + 1
y_min, y_max = X[:, 1].min() - 1, X[:, 1].max() + 1
xx, yy = np.meshgrid(np.arange(x_min, x_max, h),
np.arange(y_min, y_max, h))
Z = clf.predict(np.c_[xx.ravel(), yy.ravel()])
# Put the result into a color plot
Z = Z.reshape(xx.shape)
plt.figure()
plt.pcolormesh(xx, yy, Z, cmap=cmap_light)
# Plot also the training points
plt.scatter(X[:, 0], X[:, 1], c=y, cmap=cmap_bold,
edgecolor='k', s=20)
plt.xlim(xx.min(), xx.max())
plt.ylim(yy.min(), yy.max())
plt.title("2-Class classification (k = %i, weights = '%s')"
% (n_neighbors, weights))
<ipython-input-56-4744690554b2>:23: MatplotlibDeprecationWarning: shading='flat' when X and Y have the same dimensions as C is deprecated since 3.3. Either specify the corners of the quadrilaterals with X and Y, or pass shading='auto', 'nearest' or 'gouraud', or set rcParams['pcolor.shading']. This will become an error two minor releases later. plt.pcolormesh(xx, yy, Z, cmap=cmap_light)
Text(0.5, 1.0, "2-Class classification (k = 27, weights = 'uniform')")
weights='uniform'
n_neighbors=27
clf = neighbors.KNeighborsClassifier(n_neighbors, weights=weights)
X=np.concatenate((x_train_encoded, np.reshape(mse, (mse.shape[0],1))), axis=1)
y=y_train
clf.fit(X, y)
x_val_encoded = encoder.predict(X_val)
vals = np.concatenate((x_val_encoded, np.reshape(mseV, (mseV.shape[0],1))), axis=1)
y_val_neibghour = clf.predict(vals)
drow_roc_curve(y_val, y_val_neibghour)
print_stats(y_val, y_val_neibghour)
Accuracy: 0.93556, Cohen's Kappa Score: 0.17614
Log Loss: 2.225879343965134
Confusion Matrix:
[[835 53]
[ 5 7]]
Classification Report:
precision recall f1-score support
0 0.99 0.94 0.97 888
1 0.12 0.58 0.19 12
accuracy 0.94 900
macro avg 0.56 0.76 0.58 900
weighted avg 0.98 0.94 0.96 900